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https://web.ml.tu-berlin.de/ | IMG-ALT Machine Learning Group | |
https://web.ml.tu-berlin.de/ | Textduplikat | Machine Learning Group |
https://web.ml.tu-berlin.de/ | Textduplikat | Machine Learning Group IMG-ALT Machine Learning Group |
https://web.ml.tu-berlin.de/ | Home | |
/teaching/courses/ | Course Offerings | |
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/research | Research Profile | |
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https://web.ml.tu-berlin.de/jobs | Jobs | |
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https://scholar.google.de/scho... | Extern Subdomain | Toward Explainable Artificial Intelligence for Precision Pathology |
https://doi.org/10.1146/annure... | Neues Fenster Extern | DOI |
https://scholar.google.de/scho... | Extern Subdomain | Set Learning for Accurate and Calibrated Models |
https://openreview.net/forum?i... | Neues Fenster Extern | URL |
https://scholar.google.de/scho... | Extern Subdomain | Preemptively Pruning Clever-Hans Strategies in Deep Neural Networks |
https://doi.org/https://doi.or... | Neues Fenster Extern Textduplikat | DOI |
https://scholar.google.de/scho... | Extern Subdomain | Generalized Identifiability Bounds for Mixture Models with Grouped Samples |
https://doi.org/10.1109/TIT.20... | Neues Fenster Extern Textduplikat | DOI |
https://scholar.google.de/scho... | Extern Subdomain | Explaining Predictive Uncertainty by Exposing Second-Order Effects |
https://arxiv.org/abs/2401.17441 | Neues Fenster Extern | arXiv |
https://scholar.google.de/scho... | Extern Subdomain | Explainable AI for time series via virtual inspection layers |
https://doi.org/https://doi.or... | Neues Fenster Extern Textduplikat | DOI |
https://scholar.google.de/scho... | Extern Subdomain | Disentangled Explanations of Neural Network Predictions by Finding Relevant Subspaces |
https://doi.org/10.1109/TPAMI.... | Neues Fenster Extern Textduplikat | DOI |
https://scholar.google.de/scho... | Extern Subdomain | Code is law: how COMPAS affects the way the judiciary handles the risk of recidivism |
https://doi.org/10.1007/s10506... | Neues Fenster Extern Textduplikat | DOI |
https://scholar.google.de/scho... | Extern Subdomain | An Analysis of Human Alignment of Latent Diffusion Models |
https://openreview.net/forum?i... | Neues Fenster Extern Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain | Rather a Nurse than a Physician - Contrastive Explanations under Investigation |
https://doi.org/10.18653/v1/20... | Neues Fenster Extern Textduplikat | DOI |
https://aclanthology.org/2023.... | Neues Fenster Extern Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain | PyThaiNLP: Thai Natural Language Processing in Python |
https://doi.org/10.18653/v1/20... | Neues Fenster Extern Textduplikat | DOI |
https://aclanthology.org/2023.... | Neues Fenster Extern Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain | Towards Fixing Clever-Hans Predictors with Counterfactual Knowledge Distillation |
https://scholar.google.de/scho... | Extern Subdomain | Heat flux for semilocal machine-learning potentials |
https://doi.org/10.1103/physre... | Neues Fenster Extern Textduplikat | DOI |
https://scholar.google.de/scho... | Extern Subdomain | Novel multivariate methods to track frequency shifts of neural oscillations in EEG/MEG recordings |
https://doi.org/https://doi.or... | Neues Fenster Extern Textduplikat | DOI |
https://www.sciencedirect.com/... | Neues Fenster Extern Subdomain Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain | Interpolating Nonadiabatic Molecular Dynamics Hamiltonian with Bidirectional Long Short-Term Memory Networks |
https://doi.org/10.1021/acs.jp... | Neues Fenster Extern Textduplikat | DOI |
https://doi.org/10.1021/acs.jp... | Neues Fenster Extern Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain Textduplikat | Set Learning for Accurate and Calibrated Models |
https://arxiv.org/abs/2307.02245 | Neues Fenster Extern Textduplikat | arXiv |
https://scholar.google.de/scho... | Extern Subdomain | Learning domain invariant representations by joint Wasserstein distance minimization |
https://doi.org/https://doi.or... | Neues Fenster Extern Textduplikat | DOI |
https://www.sciencedirect.com/... | Neues Fenster Extern Subdomain Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain | Evaluating deep transfer learning for whole-brain cognitive decoding |
https://doi.org/https://doi.or... | Neues Fenster Extern Textduplikat | DOI |
https://www.sciencedirect.com/... | Neues Fenster Extern Subdomain Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain | Concept for the Real-Time Monitoring of Molecular Configurations during Manipulation with a Scanning Probe Microscope |
https://doi.org/10.1021/acs.jp... | Neues Fenster Extern Textduplikat | DOI |
https://doi.org/10.1021/acs.jp... | Neues Fenster Extern Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain | Reconstructing Kernel-Based Machine Learning Force Fields with Superlinear Convergence |
https://doi.org/10.1021/acs.jc... | Neues Fenster Extern Textduplikat | DOI |
https://doi.org/10.1021/acs.jc... | Neues Fenster Extern Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain | Canonical Response Parameterization: Quantifying the structure of responses to single-pulse intracranial electrical brain stimulation |
https://doi.org/10.1371/journa... | Neues Fenster Extern Textduplikat | DOI |
https://doi.org/10.1371/journa... | Neues Fenster Extern Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain | SchNetPack 2.0: A neural network toolbox for atomistic machine learning |
https://doi.org/10.1063/5.0138367 | Neues Fenster Extern Textduplikat | DOI |
https://doi.org/10.1063/5.0138367 | Neues Fenster Extern Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain | Relevant Walk Search for Explaining Graph Neural Networks |
https://scholar.google.de/scho... | Extern Subdomain | Heat flux for semi-local machine-learning potentials |
https://arxiv.org/abs/2303.14434 | Neues Fenster Extern Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain | Mark My Words: Dangers of Watermarked Images in ImageNet |
https://arxiv.org/abs/2303.05498 | Neues Fenster Extern Textduplikat | arXiv |
https://scholar.google.de/scho... | Extern Subdomain | Learning trivializing gradient flows for lattice gauge theories |
https://doi.org/10.1103/physre... | Neues Fenster Extern Textduplikat | DOI |
https://doi.org/10.1103/physre... | Neues Fenster Extern Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain | SMITH: spatially constrained stochastic model for simulation of intra-tumour heterogeneity |
https://doi.org/10.1093/bioinf... | Neues Fenster Extern Textduplikat | DOI |
https://scholar.google.de/scho... | Extern Subdomain | Interpreting Deep Learning Models for Multi-modal Neuroimaging |
https://doi.org/10.1109/BCI572... | Neues Fenster Extern Textduplikat | DOI |
https://scholar.google.de/scho... | Extern Subdomain | XAI for transparent wind turbine power curve models |
https://arxiv.org/abs/2210.12104 | Neues Fenster Extern Textduplikat | arXiv |
https://scholar.google.de/scho... | Extern Subdomain | Visualizing the Diversity of Representations Learned by Bayesian Neural Networks |
https://scholar.google.de/scho... | Extern Subdomain | Towards transparent and robust data-driven wind turbine power curve models |
https://arxiv.org/abs/2304.09835 | Neues Fenster Extern Textduplikat | arXiv |
https://scholar.google.de/scho... | Extern Subdomain | TimeSeAD: Benchmarking Deep Multivariate Time-Series Anomaly Detection |
https://openreview.net/forum?i... | Neues Fenster Extern Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain | Stress and heat flux via automatic differentiation |
https://doi.org/10.1063/5.0155760 | Neues Fenster Extern Textduplikat | DOI |
https://scholar.google.de/scho... | Extern Subdomain | Single-cell gene regulatory network prediction by explainable AI |
https://doi.org/10.1093/nar/gk... | Neues Fenster Extern Textduplikat | DOI |
https://doi.org/10.1093/nar/gk... | Neues Fenster Extern Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain | Shortcomings of Top-Down Randomization-Based Sanity Checks for Evaluations of Deep Neural Network Explanations |
https://scholar.google.de/scho... | Extern Subdomain | Self-Supervised Training with Autoencoders for Visual Anomaly Detection |
https://arxiv.org/abs/2206.117... | Neues Fenster Extern Textduplikat | arXiv |
https://doi.org/10.48550/arXiv... | Neues Fenster Extern Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain | Scaling up machine learning-based chemical plant simulation: A method for fine-tuning a model to induce stable fixed points |
https://doi.org/https://doi.or... | Neues Fenster Extern Textduplikat | DOI |
https://www.sciencedirect.com/... | Neues Fenster Extern Subdomain Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain Textduplikat | Relevant Walk Search for Explaining Graph Neural Networks |
https://proceedings.mlr.press/... | Neues Fenster Extern Subdomain Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain | Reconstructing Kernel-based Machine Learning Force Fields with Super-linear Convergence |
https://scholar.google.de/scho... | Extern Subdomain Textduplikat | Preemptively Pruning Clever-Hans Strategies in Deep Neural Networks |
https://arxiv.org/abs/2304.05727 | Neues Fenster Extern Textduplikat | arXiv |
https://scholar.google.de/scho... | Extern Subdomain | Polynomial-Time Constrained Message Passing for Exact MAP Inference on Discrete Models with Global Dependencies |
https://doi.org/10.3390/math11... | Neues Fenster Extern Textduplikat | DOI |
https://www.mdpi.com/2227-7390... | Neues Fenster Extern Subdomain Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain | Physics-Informed Bayesian Optimization of Variational Quantum Circuits |
https://scholar.google.de/scho... | Extern Subdomain | NeuLat: a toolbox for neural samplers in lattice field theories |
https://scholar.google.de/scho... | Extern Subdomain | Multi-dimensional concept discovery (MCD): A unifying framework with completeness guarantees |
https://openreview.net/forum?i... | Neues Fenster Extern Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain | Local Function Complexity for Active Learning via Mixture of Gaussian Processes |
https://scholar.google.de/scho... | Extern Subdomain | Learning Domain Invariant Representations by Joint Wasserstein Distance Minimization |
https://scholar.google.de/scho... | Extern Subdomain | Labeling Neural Representations with Inverse Recognition |
https://scholar.google.de/scho... | Extern Subdomain | Joint Learning of Full-structure Noise in Hierarchical Bayesian Regression Models |
https://doi.org/10.1109/TMI.20... | Neues Fenster Extern Textduplikat | DOI |
https://scholar.google.de/scho... | Extern Subdomain | Insightful analysis of historical sources at scales beyond human capabilities using unsupervised Machine Learning and XAI |
https://arxiv.org/abs/2310.09091 | Neues Fenster Extern Textduplikat | arXiv |
https://scholar.google.de/scho... | Extern Subdomain | Improving neural network representations using human similarity judgments |
https://scholar.google.de/scho... | Extern Subdomain | Imaging bridges pathology and radiology |
https://doi.org/10.1016/j.jpi.... | Neues Fenster Extern Textduplikat | DOI |
https://scholar.google.de/scho... | Extern Subdomain | Human alignment of neural network representations |
https://scholar.google.de/scho... | Extern Subdomain Textduplikat | Human alignment of neural network representations |
https://openreview.net/forum?i... | Neues Fenster Extern Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain | Generative Fractional Diffusion Models |
https://scholar.google.de/scho... | Extern Subdomain | Generalized Alchemical Integral Transform and the multi-electron atom energy |
https://arxiv.org/abs/2312.04458 | Neues Fenster Extern Textduplikat | arXiv |
https://arxiv.org/abs/2312.04458 | Neues Fenster Extern Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain | Explainable AI for Time Series via Virtual Inspection Layers |
https://arxiv.org/abs/2303.06365 | Neues Fenster Extern Textduplikat | arXiv |
https://scholar.google.de/scho... | Extern Subdomain | Explainability and Transparency in the Realm of Digital Humanities: Toward a Historian XAI |
https://doi.org/https://doi.or... | Neues Fenster Extern Textduplikat | DOI |
https://scholar.google.de/scho... | Extern Subdomain | Drift Forensics of Malware Classifiers |
https://scholar.google.de/scho... | Extern Subdomain | Detecting and Mitigating Mode-Collapse for Flow-based Sampling of Lattice Field Theories |
https://scholar.google.de/scho... | Extern Subdomain | Cedalion: A software framework for the analysis of multimodal fNIRS in naturalistic environments |
https://scholar.google.de/scho... | Extern Subdomain | Bayesian Inference for Brain Source Imaging with Joint Estimation of Structured Low-rank Noise |
https://doi.org/10.1109/ISBI53... | Neues Fenster Extern Textduplikat | DOI |
https://scholar.google.de/scho... | Extern Subdomain | Bayesian Algorithms for Joint Estimation of Brain Activity and Noise in Electromagnetic Imaging |
https://doi.org/10.1109/TMI.20... | Neues Fenster Extern Textduplikat | DOI |
https://scholar.google.de/scho... | Extern Subdomain | Bayesian Adaptive Beamformer for Robust Electromagnetic Brain Imaging of Correlated Sources in High Spatial Resolution |
https://doi.org/10.1109/TMI.20... | Neues Fenster Extern Textduplikat | DOI |
https://scholar.google.de/scho... | Extern Subdomain | Automatic identification of chemical moieties |
https://scholar.google.de/scho... | Extern Subdomain | An explainable AI framework for robust and transparent data-driven wind turbine power curve models |
https://doi.org/https://doi.or... | Neues Fenster Extern Textduplikat | DOI |
https://www.sciencedirect.com/... | Neues Fenster Extern Subdomain Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain | Introduction to the shared near infrared spectroscopy format |
https://doi.org/10.1117/1.NPh.... | Neues Fenster Extern Textduplikat | DOI |
https://www.spiedigitallibrary... | Neues Fenster Extern Subdomain Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain | MEDICC2: Whole-Genome Doubling Aware Copy-Number Phylogenies for Cancer Evolution |
https://doi.org/10.1186/s13059... | Neues Fenster Extern Textduplikat | DOI |
https://scholar.google.de/scho... | Extern Subdomain | Towards the integration of CW fNIRS and absolute oximetry: A proof of concept |
https://scholar.google.de/scho... | Extern Subdomain | Towards a fully integrated Smart Textile patch-based cap for multi-distance CW fNIRS whole-head imaging |
https://scholar.google.de/scho... | Extern Subdomain | Short-separation Regression Incorporated Diffuse Optical Tomography (SS-DOT) |
https://scholar.google.de/scho... | Extern Subdomain | NinjaNIRS 2022: Whole-Head, High-Density Wearable fNIRS with EEG Co-Localization |
https://scholar.google.de/scho... | Extern Subdomain | Neuroscience in the everyday world: Brain correlates of naturalistic discourse in individuals with aphasia |
https://scholar.google.de/scho... | Extern Subdomain | Fast and slow movement-related artifacts in fNIRS signal: what is a viable solution? |
https://scholar.google.de/scho... | Extern Subdomain | Exploration of whole-head CW fNIRS-based intracranial hemorrhage detection: progress and challenges |
https://scholar.google.de/scho... | Extern Subdomain | Can the fNIRS community design a standard cap layout for uniform whole-head HD fNIRS coverage? A discussion |
https://scholar.google.de/scho... | Extern Subdomain | Dos and Don'ts of Machine Learning in Computer Security |
https://www.usenix.org/system/... | Neues Fenster Extern Subdomain | |
https://scholar.google.de/scho... | Extern Subdomain | XAI for Transformers: Better Explanations through Conservative Propagation |
https://scholar.google.de/scho... | Extern Subdomain | Equivariance versus Augmentation for Spherical Images |
https://proceedings.mlr.press/... | Neues Fenster Extern Subdomain Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain | Efficient Computation of Higher-Order Subgraph Attribution via Message Passing |
https://scholar.google.de/scho... | Extern Subdomain | Patient-level proteomic network prediction by explainable artificial intelligence |
https://doi.org/10.1038/s41698... | Neues Fenster Extern Textduplikat | DOI |
https://doi.org/10.1038/s41698... | Neues Fenster Extern Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain | Multivariate Kalman filter regression of confounding physiological signals for real-time classification of fNIRS data |
https://doi.org/10.1117/1.NPh.... | Neues Fenster Extern Textduplikat | DOI |
https://www.spiedigitallibrary... | Neues Fenster Extern Subdomain Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain | High-fidelity molecular dynamics trajectory reconstruction with bi-directional neural networks |
https://doi.org/10.1088/2632-2... | Neues Fenster Extern Textduplikat | DOI |
https://dx.doi.org/10.1088/263... | Neues Fenster Extern Subdomain Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain | VICE: Variational Interpretable Concept Embeddings |
https://proceedings.neurips.cc... | Neues Fenster Extern Subdomain Textduplikat | |
https://scholar.google.de/scho... | Extern Subdomain Textduplikat | VICE: Variational Interpretable Concept Embeddings |
https://scholar.google.de/scho... | Extern Subdomain | Towards robust explanations for deep neural networks |
https://doi.org/https://doi.or... | Neues Fenster Extern Textduplikat | DOI |
https://scholar.google.de/scho... | Extern Subdomain | Toward Explainable Artificial Intelligence for Regression Models: A methodological perspective |
https://doi.org/10.1109/MSP.20... | Neues Fenster Extern Textduplikat | DOI |
https://scholar.google.de/scho... | Extern Subdomain | Sicherheit 2022, Sicherheit, Schutz und Zuverlässigkeit, Konferenzband der 11. Jahrestagung des Fachbereichs Sicherheit der Gesellschaft für Informatik e.V. ... |
https://scholar.google.de/scho... | Extern Subdomain Textduplikat | Shortcomings of Top-Down Randomization-Based Sanity Checks for Evaluations of Deep Neural Network Explanations |
https://doi.org/10.48550/ARXIV... | Neues Fenster Extern Textduplikat | DOI |
https://arxiv.org/abs/2211.12486 | Neues Fenster Extern Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain | Representations of molecules and materials for interpolation of quantum-mechanical simulations via machine learning |
https://doi.org/10.1038/s41524... | Neues Fenster Extern Textduplikat | DOI |
https://scholar.google.de/scho... | Extern Subdomain | Relative energies without electronic perturbations via alchemical integral transform |
https://doi.org/10.1063/5.0111511 | Neues Fenster Extern Textduplikat | DOI |
https://doi.org/10.1063/5.0111511 | Neues Fenster Extern Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain | Quantifying the Risk of Wormhole Attacks on Bluetooth Contact Tracing |
https://doi.org/10.1145/350839... | Neues Fenster Extern Textduplikat | DOI |
https://doi.org/10.1145/350839... | Neues Fenster Extern Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain | PredDiff: Explanations and interactions from conditional expectations |
https://scholar.google.de/scho... | Extern Subdomain | Path-Gradient Estimators for Continuous Normalizing Flows |
https://proceedings.mlr.press/... | Neues Fenster Extern Subdomain Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain | NoiseGrad---Enhancing Explanations by Introducing Stochasticity to Model Weights |
https://scholar.google.de/scho... | Extern Subdomain | NinjaNIRS 2021: Continued Progress towards Whole Head, High Density fNIRS |
https://doi.org/10.1364/TRANSL... | Neues Fenster Extern Textduplikat | DOI |
https://opg.optica.org/abstrac... | Neues Fenster Extern Subdomain Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain | Misleading Deep-Fake Detection with GAN Fingerprints |
https://doi.org/10.1109/SPW542... | Neues Fenster Extern Textduplikat | DOI |
https://doi.org/10.1109/SPW542... | Neues Fenster Extern Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain | Machine learning of large-scale multimodal brain imaging data reveals neural correlates of hand preference |
https://doi.org/https://doi.or... | Neues Fenster Extern Textduplikat | DOI |
https://www.sciencedirect.com/... | Neues Fenster Extern Subdomain Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain Textduplikat | Joint Learning of Full-structure Noise in Hierarchical Bayesian Regression Models |
https://doi.org/https://doi.or... | Neues Fenster Extern Textduplikat | DOI |
https://scholar.google.de/scho... | Extern Subdomain | Inverse design of 3d molecular structures with conditional generative neural networks |
https://doi.org/10.1038/s41467... | Neues Fenster Extern Textduplikat | DOI |
https://doi.org/10.1038/s41467... | Neues Fenster Extern Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain | Higher-Order Explanations of Graph Neural Networks via Relevant Walks |
https://doi.org/10.1109/TPAMI.... | Neues Fenster Extern Textduplikat | DOI |
https://scholar.google.de/scho... | Extern Subdomain | Gradients should stay on Path: Better Estimators of the Reverse- and Forward KL divergence for Normalizing Flows |
http://iopscience.iop.org/arti... | Neues Fenster Extern Subdomain Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain | Finding and removing Clever Hans: Using explanation methods to debug and improve deep models |
https://doi.org/10.1016/j.inff... | Neues Fenster Extern Textduplikat | DOI |
https://doi.org/10.1016/j.inff... | Neues Fenster Extern Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain | Exposing Outlier Exposure: What Can Be Learned From Few, One, and Zero Outlier Images |
https://openreview.net/forum?i... | Neues Fenster Extern Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain | Enabling Co-Innovation for a Successful Digital Transformation in Wind Energy Using a New Digital Ecosystem and a Fault Detection Case Study |
https://scholar.google.de/scho... | Extern Subdomain | Empirical Bayesian localization of event-related time-frequency neural activity dynamics |
https://doi.org/https://doi.or... | Neues Fenster Extern Textduplikat | DOI |
https://scholar.google.de/scho... | Extern Subdomain Textduplikat | Disentangled Explanations of Neural Network Predictions by Finding Relevant Subspaces |
https://doi.org/10.48550/ARXIV... | Neues Fenster Extern Textduplikat | DOI |
https://arxiv.org/abs/2212.14855 | Neues Fenster Extern Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain | Diffeomorphic Counterfactuals with Generative Models |
https://doi.org/10.48550/ARXIV... | Neues Fenster Extern Textduplikat | DOI |
https://arxiv.org/abs/2206.05075 | Neues Fenster Extern Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain | Closed Loop Feedback fNIRS Brain Computer Interface for Increasing Classification Accuracy in a Left Versus Right Hand Movement Task |
https://doi.org/10.1364/BRAIN.... | Neues Fenster Extern Textduplikat | DOI |
https://opg.optica.org/abstrac... | Neues Fenster Extern Subdomain Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain | BIGDML---Towards accurate quantum machine learning force fields for materials |
https://doi.org/10.1038/s41467... | Neues Fenster Extern Textduplikat | DOI |
https://doi.org/10.1038/s41467... | Neues Fenster Extern Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain | Automatic Identification of Chemical Moieties |
https://arxiv.org/abs/2203.16205 | Neues Fenster Extern Textduplikat | arXiv |
https://scholar.google.de/scho... | Extern Subdomain | Algorithmic Differentiation for Automated Modeling of Machine Learned Force Fields |
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http://arxiv.org/abs/1806.11326 | Neues Fenster Extern Textduplikat | URL |
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https://scholar.google.de/scho... | Extern Subdomain Textduplikat | Open Access Dataset for EEG+ NIRS Single-Trial Classification |
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https://scholar.google.de/scho... | Extern Subdomain | In search of non-Gaussian components of a high-dimensional distribution |
https://scholar.google.de/scho... | Extern Subdomain | Importance-Weighted Cross-Validation for Covariate Shift |
https://scholar.google.de/scho... | Extern Subdomain | Identifying interactions in mixed and noisy complex systems |
https://scholar.google.de/scho... | Extern Subdomain | From outliers to prototypes: ordering data |
https://scholar.google.de/scho... | Extern Subdomain | Estimating non-Gaussian subspaces by characteristic functions |
https://scholar.google.de/scho... | Extern Subdomain | EEG-based control of reaching to visual targets |
https://scholar.google.de/scho... | Extern Subdomain | Combined optimization of spatial and temporal filters for improving Brain-Computer Interfacing |
http://dx.doi.org/10.1109/TBME... | Neues Fenster Extern Subdomain Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain | Classifying Event-Related Desynchronization in EEG, ECoG and MEG Signals |
https://doi.org/10.1007/118618... | Neues Fenster Extern Textduplikat | DOI |
http://dx.doi.org/10.1007/1186... | Neues Fenster Extern Subdomain Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain | Classifying EEG and ECoG signals without subject training for fast BCI implementation: comparison of nonparalyzed and completely paralyzed subjects |
https://scholar.google.de/scho... | Extern Subdomain | ARTS: Accurate Recognition of Transcription Starts in Human |
https://scholar.google.de/scho... | Extern Subdomain | Analyzing Coupled Brain Sources: Distinguishing True from Spurious Interaction |
https://scholar.google.de/scho... | Extern Subdomain | Adapting Spatial Filtering Methods for Nonstationary BCIs |
https://scholar.google.de/scho... | Extern Subdomain | A novel dimension reduction procedure for searching non-Gaussian subspaces |
https://scholar.google.de/scho... | Extern Subdomain | A note on the Berlin Brain-Computer Interface |
https://scholar.google.de/scho... | Extern Subdomain | A General and Efficient Multiple Kernel Learning Algorithm |
https://scholar.google.de/scho... | Extern Subdomain | RASE: Recognition of Alternatively Spliced Exons in C. elegans |
https://scholar.google.de/scho... | Extern Subdomain | Visualization of anomaly detection using prediction sensitivity |
https://scholar.google.de/scho... | Extern Subdomain | The Berlin Brain-Computer Interface: Report from the Feedback Sessions |
https://scholar.google.de/scho... | Extern Subdomain | Spectral Properties of the Kernel Matrix and their Relation to Kernel Methods in Machine Learning |
http://hss.ulb.uni-bonn.de/dis... | Neues Fenster Extern Subdomain Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain | Spatio-Spectral Filters for Improving Classification of Single Trial EEG |
http://dx.doi.org/10.1109/TBME... | Neues Fenster Extern Subdomain Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain | Measuring Phase Synchronization of Superimposed Signals |
https://scholar.google.de/scho... | Extern Subdomain | Linear dimension reduction based on the fourth-order cumulant tensor |
https://scholar.google.de/scho... | Extern Subdomain | Learning intrusion detection: supervised or unsupervised? |
https://scholar.google.de/scho... | Extern Subdomain Textduplikat | Learning Interpretable SVMs for Biological Sequence Classification |
https://scholar.google.de/scho... | Extern Subdomain | Learning Gaussian Processes from Multiple Tasks |
https://scholar.google.de/scho... | Extern Subdomain | Learning Gaussian Process Kernels via Hierarchical Bayes |
https://scholar.google.de/scho... | Extern Subdomain | Large Scale Genomic Sequence SVM Classifiers |
https://scholar.google.de/scho... | Extern Subdomain | Kernel projection machine: a new tool for pattern recognition |
https://scholar.google.de/scho... | Extern Subdomain | Input-Dependent Estimation of Generalization Error under Covariate Shift |
https://scholar.google.de/scho... | Extern Subdomain | Inlier-based ICA with an application to super-imposed images |
https://doi.org/10.1002/ima.20037 | Neues Fenster Extern Textduplikat | DOI |
http://dx.doi.org/10.1002/ima.... | Neues Fenster Extern Subdomain Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain | Hierarchical testing designs for pattern recognition |
https://scholar.google.de/scho... | Extern Subdomain | GfKl 2004 contest: Annealed $k$-means clustering and Decision Trees |
https://scholar.google.de/scho... | Extern Subdomain | Estimating functions for blind separation when sources have variance dependencies |
https://scholar.google.de/scho... | Extern Subdomain | Classifying 'Drug-likeness' with Kernel-Based Learning Methods |
https://scholar.google.de/scho... | Extern Subdomain | Binary on-line classification based on temporally integrated information |
https://scholar.google.de/scho... | Extern Subdomain | BCI Competition IV Results (web page) |
http://www.bbci.de/competition... | Neues Fenster Extern Subdomain Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain | BCI Competition III Results (web page) |
http://www.bbci.de/competition... | Neues Fenster Extern Subdomain Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain | Automatic Identification of Faked and Fraudulent Interviews in the German SOEP |
https://scholar.google.de/scho... | Extern Subdomain | Analytic expansion of the EEG lead field for realistic volume conductors |
https://scholar.google.de/scho... | Extern Subdomain | Feature Discovery in Non-Metric Pairwise Data |
https://scholar.google.de/scho... | Extern Subdomain | Designing Kernel Functions Using the Karhunen-Loeve Expansion |
https://scholar.google.de/scho... | Extern Subdomain | A Fast Algorithm for Joint Diagonalization with Non-orthogonal Transformations and its Application to Blind Source Separation |
https://scholar.google.de/scho... | Extern Subdomain | Boosting bit rates in non-invasive EEG single-trial classifications by feature combination and multi-class paradigms |
http://dx.doi.org/10.1109/TBME... | Neues Fenster Extern Subdomain Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain | Regularizing Generalization Error Estimators: A Novel Approach to Robust Model Selection |
https://scholar.google.de/scho... | Extern Subdomain | Zur Beurteilung des Fraud-Risikos im Rahmen der Abschlussprüfung |
https://scholar.google.de/scho... | Extern Subdomain | Using classification to determine the number of finger strokes on a multi-touch tactile device |
https://scholar.google.de/scho... | Extern Subdomain | Un algorithme accéléré d'échantillonnage Bayésien pour le modèle CART |
https://scholar.google.de/scho... | Extern Subdomain | Trading Variance Reduction with Unbiasedness: The Regularized Subspace Information Criterion for Robust Model Selection in Kernel Regression |
https://scholar.google.de/scho... | Extern Subdomain | Tracking and Visualization of Changes in High-Dimensional Non-Parametric Distributions |
https://scholar.google.de/scho... | Extern Subdomain | The Berlin Brain-Computer Interface For Rapid Response |
https://scholar.google.de/scho... | Extern Subdomain | The BCI Competition 2003: Progress and Perspectives in Detection and Discrimination of EEG Single Trials |
http://dx.doi.org/10.1109/TBME... | Neues Fenster Extern Subdomain Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain | Support Vector Machines |
https://scholar.google.de/scho... | Extern Subdomain | Statistical properties of Kernel Principal Component Analysis |
https://scholar.google.de/scho... | Extern Subdomain | Scale Degree Profiles from Audio Investigated with Machine Learning Techniques |
https://scholar.google.de/scho... | Extern Subdomain | Robust ICA for Super-Gaussian Sources |
https://scholar.google.de/scho... | Extern Subdomain | Probabilistic Modeling of Sensorimotor $μ$-Rhythms for Classification of Imaginary Hand Movements |
https://scholar.google.de/scho... | Extern Subdomain | Perturbation Analysis of a Generalization Error Estimator |
https://scholar.google.de/scho... | Extern Subdomain | Oracle bounds and exact algorithm for dyadic classification trees |
https://scholar.google.de/scho... | Extern Subdomain | On the Influence of Input Noise on a Generalization Error Estimator |
https://scholar.google.de/scho... | Extern Subdomain | New algorithms for blind separation when sources have spatial variance dependencies |
https://scholar.google.de/scho... | Extern Subdomain | Mining Functional Modules in Genetic Networks with Decomposable Graphical Models |
https://scholar.google.de/scho... | Extern Subdomain | Machine learning techniques for Brain-Computer Interfaces |
https://scholar.google.de/scho... | Extern Subdomain | Intrusion detection in unlabeled data with quarter-sphere Support Vector Machines (Extended Version) |
https://scholar.google.de/scho... | Extern Subdomain | Intrusion detection in unlabeled data with quarter-sphere Support Vector Machines |
https://scholar.google.de/scho... | Extern Subdomain | Injecting noise for analysing the stability of ICA components |
https://scholar.google.de/scho... | Extern Subdomain | Independent component analysis and beyond --- Editorial for the special section on ICA |
https://scholar.google.de/scho... | Extern Subdomain | Improving Speed And Accuracy Of Brain-Computer Interfaces Using Readiness Potential Features |
http://dx.doi.org/10.1109/IEMB... | Neues Fenster Extern Subdomain Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain | Identifying true brain interaction from EEG data using the imaginary part of coherency |
https://scholar.google.de/scho... | Extern Subdomain | Guest Editorial: Special Issue on Brain Computer Interfaces |
https://scholar.google.de/scho... | Extern Subdomain | Estimating the Error at Given Test Input Points for Linear Regression |
https://scholar.google.de/scho... | Extern Subdomain | Estimating functions for blind separation when sources have variance-dependencies |
https://scholar.google.de/scho... | Extern Subdomain | Different paradigms for choosing sequential reweighting algorithms |
https://scholar.google.de/scho... | Extern Subdomain | Correspondence Analysis for Visualizing Interplay of Pitch Class, Key, and Composer |
https://scholar.google.de/scho... | Extern Subdomain | Brain-Computer Interfaces: Design and Implementation of an Online BCI System of the Control in Gaming Applications and Virtual Limbs |
https://scholar.google.de/scho... | Extern Subdomain | Brain-Computer Communication with Slow Cortical Potentials: Methodology and Critical Aspects |
http://dx.doi.org/10.1109/TBME... | Neues Fenster Extern Subdomain Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain | Blind Source Separation Techniques For Decomposing Event-Related Brain Signals |
https://scholar.google.de/scho... | Extern Subdomain | BCI Competition III (web page) |
https://scholar.google.de/scho... | Extern Subdomain | BCI Competition 2003 -- Data Set IIa: Spatial Patterns of Self-Controlled Brain Rhythm Modulations |
http://dx.doi.org/10.1109/TBME... | Neues Fenster Extern Subdomain Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain | Bayesian Classification of Single-Trial Event-Related Potentials in EEG |
https://scholar.google.de/scho... | Extern Subdomain | Asymptotic properties of the Fisher kernel |
https://scholar.google.de/scho... | Extern Subdomain | Approximate joint diagonalization using a natural-gradient approach |
https://scholar.google.de/scho... | Extern Subdomain | Accurate Splice Site Prediction for Caenorhabditis Elegans |
https://scholar.google.de/scho... | Extern Subdomain | Increase Information Transfer Rates in BCI by CSP Extension to Multi-class |
https://scholar.google.de/scho... | Extern Subdomain | Optimal Cluster Preserving Embedding of Non-Metric Proximity Data |
https://scholar.google.de/scho... | Extern Subdomain | Blind separation of post-nonlinear mixtures using linearizing transformations and temporal decorrelation |
https://scholar.google.de/scho... | Extern Subdomain | Resampling Techniken für ICA und ihre Anwendungen in der biomedizinischen Datenanalyse |
https://scholar.google.de/scho... | Extern Subdomain | Constructing Descriptive and Discriminative Non-Linear Features: Rayleigh Coefficients in Kernel Feature Spaces |
https://scholar.google.de/scho... | Extern Subdomain | Blind Separation of Post-Nonlinear Mixtures using Gaussianizing Transformations and Temporal Decorrelation |
https://scholar.google.de/scho... | Extern Subdomain | A Linear Least-Squares Algorithm for Joint Diagonalization |
https://scholar.google.de/scho... | Extern Subdomain | The Berlin Brain-Computer Interface (BBCI): towards a new communication channel for online control of multimedia applications and computer games |
https://scholar.google.de/scho... | Extern Subdomain | Speeding up classification of multi-channel Brain-Computer Interfaces: Common spatial patterns for slow cortical potentials |
https://scholar.google.de/scho... | Extern Subdomain | Robust Multi-Class Boosting |
https://scholar.google.de/scho... | Extern Subdomain | Optimizing Property Codes in Protein Data Reveals Structural Characteristics |
https://scholar.google.de/scho... | Extern Subdomain | Online SVM learning: from classification to data description and back |
https://scholar.google.de/scho... | Extern Subdomain | On the rate of convergence of regularized Boosting classifiers. |
https://scholar.google.de/scho... | Extern Subdomain | On Optimal Segmentation of Sequential Data |
https://scholar.google.de/scho... | Extern Subdomain | Linear and Non-Linear Methods for Brain-Computer Interfaces |
https://scholar.google.de/scho... | Extern Subdomain | Learning discriminative and invariant nonlinear features |
https://scholar.google.de/scho... | Extern Subdomain | Kernel-based Nonlinear Blind Source Separation |
https://scholar.google.de/scho... | Extern Subdomain | Kernel whitening for one-class classification |
https://scholar.google.de/scho... | Extern Subdomain | Going metric: Denoising pairwise data |
https://scholar.google.de/scho... | Extern Subdomain | Feature extraction for one-class classification |
https://scholar.google.de/scho... | Extern Subdomain | Combining Features for BCI |
https://scholar.google.de/scho... | Extern Subdomain | Clustering with the Fisher score |
https://scholar.google.de/scho... | Extern Subdomain | Boosting Bit Rates and Error Detection for the Classification of Fast-Paced Motor Commands Based on Single-Trial EEG Analysis |
http://dx.doi.org/10.1109/TNSR... | Neues Fenster Extern Subdomain Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain | BCI Competition 2003 Results (web page) |
http://www.bbci.de/competition... | Neues Fenster Extern Subdomain Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain | BCI Competition 2003 (web page) |
http://www.bbci.de/competition/ii | Neues Fenster Extern Subdomain Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain | Analysing ICA components by injecting noise |
https://scholar.google.de/scho... | Extern Subdomain | Adapting Codes and Embeddings for Polychotomies |
https://scholar.google.de/scho... | Extern Subdomain Textduplikat | Adapting Codes and Embeddings for Polychotomies |
https://scholar.google.de/scho... | Extern Subdomain | Active Learning with Support Vector Machines in the Drug Discovery Process |
https://scholar.google.de/scho... | Extern Subdomain | A Data Analysis Competition to Evaluate Machine Learning Algorithms for use in Brain-Computer Interfaces |
http://dx.doi.org/10.1109/TNSR... | Neues Fenster Extern Subdomain Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain | Blind decomposition of multimodal and DC evoked responses |
https://scholar.google.de/scho... | Extern Subdomain | Kernel Fisher Discriminants |
https://scholar.google.de/scho... | Extern Subdomain | Constructing Boosting Algorithms from SVMs: An Application to One-Class Classification |
https://scholar.google.de/scho... | Extern Subdomain | The Subspace Information Criterion for Infinite Dimensional Hypothesis Spaces |
https://scholar.google.de/scho... | Extern Subdomain | The leave-one-out kernel |
https://scholar.google.de/scho... | Extern Subdomain | Subspace Information Criterion for Sparse Regressors |
https://scholar.google.de/scho... | Extern Subdomain | Subspace Information Criterion for Non-Quadratic Regularizers - Model Selection for Sparse Regressors |
https://scholar.google.de/scho... | Extern Subdomain | Sparse Regression Ensembles in Infinite and Finite Hypothesis Spaces |
https://scholar.google.de/scho... | Extern Subdomain | Single Trial Detection of EEG Error Potentials: A Tool for Increasing BCI transmission rates |
https://scholar.google.de/scho... | Extern Subdomain | Selecting Ridge Parameters in Infinite Dimensional Hypothesis Spaces |
https://scholar.google.de/scho... | Extern Subdomain Textduplikat | Optimal Cluster Preserving Embedding of Non-Metric Proximity Data |
https://scholar.google.de/scho... | Extern Subdomain | One-class LP classifier for dissimilarity representations |
https://scholar.google.de/scho... | Extern Subdomain | On-line learning in changing environments with applications in supervised and unsupervised learning |
https://scholar.google.de/scho... | Extern Subdomain | On the Convergence of Leveraging |
https://scholar.google.de/scho... | Extern Subdomain | On combining one-class classifiers for image database retrieval |
https://scholar.google.de/scho... | Extern Subdomain | New Methods for Splice-Site Recognition |
https://scholar.google.de/scho... | Extern Subdomain | New Methods for Splice Site Recognition |
https://scholar.google.de/scho... | Extern Subdomain Textduplikat | Kernel-based Nonlinear Blind Source Separation |
https://scholar.google.de/scho... | Extern Subdomain | Kernel feature spaces and Nonlinear blind source separation |
https://scholar.google.de/scho... | Extern Subdomain | Feature scaling in support vector data description |
https://scholar.google.de/scho... | Extern Subdomain | Estimating the Reliability of ICA Projections |
https://scholar.google.de/scho... | Extern Subdomain | Classifying Single Trial EEG: Towards Brain Computer Interfacing |
https://scholar.google.de/scho... | Extern Subdomain | Active Learning in the Drug Discovery Process |
https://scholar.google.de/scho... | Extern Subdomain | A Simple Generative Model for Single-Trial EEG Classification |
https://scholar.google.de/scho... | Extern Subdomain | A Resampling Approach to Estimate the Stability of one- or multidimensional Independent Components |
https://scholar.google.de/scho... | Extern Subdomain | A New Discriminative Kernel from Probabilistic Models |
https://scholar.google.de/scho... | Extern Subdomain Textduplikat | A New Discriminative Kernel from Probabilistic Models |
https://scholar.google.de/scho... | Extern Subdomain | A Dynamic HMM for On-line Segmentation of Sequential Data |
https://scholar.google.de/scho... | Extern Subdomain | Robust Boosting via Convex Optimization |
https://scholar.google.de/scho... | Extern Subdomain | An Arcing algorithm with an intuitive learning control parameter |
https://scholar.google.de/scho... | Extern Subdomain Textduplikat | On the Convergence of Leveraging |
https://scholar.google.de/scho... | Extern Subdomain | An Approach to Blind Source Separation Based on Temporal Structure of Speech Signals |
https://scholar.google.de/scho... | Extern Subdomain Textduplikat | Subspace Information Criterion for Sparse Regressors |
https://scholar.google.de/scho... | Extern Subdomain | Marginal Boosting |
https://scholar.google.de/scho... | Extern Subdomain | Regularized Principal Manifolds |
https://scholar.google.de/scho... | Extern Subdomain | Noise robust estimates of correlation dimension and $K_2$ entropy |
https://scholar.google.de/scho... | Extern Subdomain | An Introduction to Kernel-based Learning Algorithms |
https://scholar.google.de/scho... | Extern Subdomain | Soft Margins for AdaBoost |
https://scholar.google.de/scho... | Extern Subdomain | Separation of post-nonlinear mixtures using ACE and temporal decorrelation |
https://scholar.google.de/scho... | Extern Subdomain | Nonlinear blind source separation using kernel feature spaces |
https://scholar.google.de/scho... | Extern Subdomain | Learning To Predict the Leave-one-out Error of Kernel based classifiers |
https://scholar.google.de/scho... | Extern Subdomain | Hidden Markov Model for Genome Analysis |
https://scholar.google.de/scho... | Extern Subdomain | Constant Q Profiles for Tracking Modulations in Audio Data |
https://scholar.google.de/scho... | Extern Subdomain | Assessing reliability of ICA projections -- a resampling approach |
https://scholar.google.de/scho... | Extern Subdomain | An On-line Method for Segmentation and Identification of Non-stationary Time Series |
https://scholar.google.de/scho... | Extern Subdomain | An Improved Training Algorithm for Kernel Fisher Discriminants |
https://scholar.google.de/scho... | Extern Subdomain | A mathematical programming approach to the Kernel Fisher algorithm |
https://scholar.google.de/scho... | Extern Subdomain | A comparison of ICA-based artifact reduction methods for MEG |
https://scholar.google.de/scho... | Extern Subdomain | SVM and Boosting: One Class |
https://scholar.google.de/scho... | Extern Subdomain Textduplikat | Sparse Regression Ensembles in Infinite and Finite Hypothesis Spaces |
https://scholar.google.de/scho... | Extern Subdomain | Engineering Support Vector Machine Kernels That Recognize Translation Initiation Sites in DNA |
https://scholar.google.de/scho... | Extern Subdomain | OFI: Optimal filtering algorithms for Source Separation |
https://scholar.google.de/scho... | Extern Subdomain | Robust Ensemble Learning for Data Mining |
https://scholar.google.de/scho... | Extern Subdomain | Trends in Boosting Research and Applications |
https://scholar.google.de/scho... | Extern Subdomain | An asymptotical Analysis and Improvement of AdaBoost in the binary classification case |
https://scholar.google.de/scho... | Extern Subdomain | Barrier Boosting |
https://scholar.google.de/scho... | Extern Subdomain | Unmixing Hyperspectral Data |
https://scholar.google.de/scho... | Extern Subdomain | Time series prediction using support vector regression and neural networks |
https://scholar.google.de/scho... | Extern Subdomain | Robust Ensemble Learning |
https://scholar.google.de/scho... | Extern Subdomain | Prediction of Financial Data with Hidden Markov Mixtures of Experts |
https://scholar.google.de/scho... | Extern Subdomain | Modelle der Musikwahrnehmung zwischen auditorischer Neurophysiologie und Psychoakustik |
https://scholar.google.de/scho... | Extern Subdomain | Learning Discriminative and Invariant Nonlinear Features |
https://scholar.google.de/scho... | Extern Subdomain | Invariant Feature Extraction and Classification in Kernel Spaces |
https://scholar.google.de/scho... | Extern Subdomain | Independent Component Analysis of Non-invasively Recorded Cortical Magnetic DC-fields in Humans |
https://scholar.google.de/scho... | Extern Subdomain | Identification of Nonstationary Dynamics in Physiological Recordings |
https://scholar.google.de/scho... | Extern Subdomain | Decomposition Algorithms for Analysing Brain Signals |
http://dx.doi.org/10.1109/ASSP... | Neues Fenster Extern Subdomain Textduplikat | URL |
https://scholar.google.de/scho... | Extern Subdomain | Computing Auditory Perception |
https://scholar.google.de/scho... | Extern Subdomain | Artifact reduction in magnetoneurography based on time-delayed second-order correlations |
https://scholar.google.de/scho... | Extern Subdomain | Analysis of Nonstationary Time Series by Mixtures of Self-Organizing Predictors |
https://scholar.google.de/scho... | Extern Subdomain Textduplikat | An Improved Training Algorithm for Kernel Fisher Discriminants |
https://scholar.google.de/scho... | Extern Subdomain | Advances in Neural Information Processing System 12 (NIPS'99) |
https://scholar.google.de/scho... | Extern Subdomain | A Non-Intrusive Monitoring System for Household Electric Appliances with Inverters |
https://scholar.google.de/scho... | Extern Subdomain | $ν $-Arc: Ensemble Learning in the Presence of Outliers |
https://scholar.google.de/scho... | Extern Subdomain | Input Space vs.~Feature Space in Kernel-Based Methods |
https://scholar.google.de/scho... | Extern Subdomain Textduplikat | Regularized Principal Manifolds |
https://scholar.google.de/scho... | Extern Subdomain | Regularizing AdaBoost |
https://scholar.google.de/scho... | Extern Subdomain | Linear Programs for Automatic Accuracy Control in Regression |
https://scholar.google.de/scho... | Extern Subdomain | Kernel PCA and De--Noising in Feature Spaces |
https://scholar.google.de/scho... | Extern Subdomain | Hidden Markov Mixtures of Experts with an Application to EEG Recordings from Sleep |
https://scholar.google.de/scho... | Extern Subdomain | Hidden Markov Mixtures of Experts for Prediction of Non-Stationary Dynamics |
https://scholar.google.de/scho... | Extern Subdomain | Hidden Markov Gating for Prediction of Change Points in Switching Dynamical Systems |
https://scholar.google.de/scho... | Extern Subdomain | Fisher Discriminant Analysis with Kernels |
https://scholar.google.de/scho... | Extern Subdomain | Fast Change Point Detection in Switching Dynamics using a Hidden Markov Model of Prediction Experts |
https://scholar.google.de/scho... | Extern Subdomain | Engineering Support Vector Machine Kernel That Recognize Translation Initiation Sites in DNA |
https://scholar.google.de/scho... | Extern Subdomain | Classification on Proximity Data with LP-Machines |
https://scholar.google.de/scho... | Extern Subdomain | Artifact removal in magneto-neurographic recordings with ICA using temporal information |
https://scholar.google.de/scho... | Extern Subdomain | $JADE_TD$: Combining higher-order statistics and temporal information for blind source separation (with noise) |
https://scholar.google.de/scho... | Extern Subdomain | Kernel algorithms for nonlinear signal processing in feature spaces |
https://scholar.google.de/scho... | Extern Subdomain | Combining Time-Delayed Decorrelation and ICA: Towards Solving the Cocktail Party Problem |
https://scholar.google.de/scho... | Extern Subdomain | An improvement of AdaBoost to avoid overfitting |
https://scholar.google.de/scho... | Extern Subdomain | Ensemble Learning Methods for Classification |
https://scholar.google.de/scho... | Extern Subdomain | An asymptotic analysis of AdaBoost in the binary classification case |
https://scholar.google.de/scho... | Extern Subdomain | Using Support Vector Machines for Time Series Prediction |
https://scholar.google.de/scho... | Extern Subdomain | TDSEP -- an efficient algorithm for blind separation using time structure |
https://scholar.google.de/scho... | Extern Subdomain | Statistische Verfahren zur Signalquellentrennung |
https://scholar.google.de/scho... | Extern Subdomain Textduplikat | Soft Margins for AdaBoost |
https://scholar.google.de/scho... | Extern Subdomain | Quantization Functionals and Regularized Principal Manifolds |
https://scholar.google.de/scho... | Extern Subdomain | On-line learning in Switching and Drifting environments with application to blind source separation |
https://scholar.google.de/scho... | Extern Subdomain | Nonlinear component analysis as a kernel eigenvalue problem |
https://scholar.google.de/scho... | Extern Subdomain | Neural Networks: Tricks of the Trade |
https://scholar.google.de/scho... | Extern Subdomain | Kernel PCA Pattern Reconstruction emphvia Approximate Pre-Images |
https://scholar.google.de/scho... | Extern Subdomain | Independent Component Analysis (ICA) von mehrkanaligen EEG-Daten mittels temporaler Dekorrelation |
https://scholar.google.de/scho... | Extern Subdomain | Data Set A is a Pattern Matching Problem |
https://scholar.google.de/scho... | Extern Subdomain | Artifact Reduction in Magnetoneurography Based on Time-Delayed Second Order Correlations |
https://scholar.google.de/scho... | Extern Subdomain | Analysis of Drifting Dynamics with Neural Network Hidden Markov Models |
https://scholar.google.de/scho... | Extern Subdomain | Analyse schaltender und driftender Dynamik mit neuronalen Netzen |
https://scholar.google.de/scho... | Extern Subdomain | Segmentation and Identification of Drifting Dynamical Systems |
https://scholar.google.de/scho... | Extern Subdomain | Predicting Time Series with Support Vector Machines |
https://scholar.google.de/scho... | Extern Subdomain | Kernel principal component analysis |
https://scholar.google.de/scho... | Extern Subdomain | Divisive Strategies for Predicting Non-Autonomous and Mixed Systems |
https://scholar.google.de/scho... | Extern Subdomain | Asymptotic Statistical Theory of Overtraining and Cross-Validation |
https://scholar.google.de/scho... | Extern Subdomain | Analysis of Wake/Sleep EEG with Competing Experts |
https://scholar.google.de/scho... | Extern Subdomain | Prediction of Mixtures |
https://scholar.google.de/scho... | Extern Subdomain | Annealed Competition of Experts for a Segmentation and Classification of Switching Dynamics |
https://scholar.google.de/scho... | Extern Subdomain | Analysis of Drifting Dynamics with Competing Predictors |
https://scholar.google.de/scho... | Extern Subdomain | Improving Short-Term Prediction with Competing Experts |
https://scholar.google.de/scho... | Extern Subdomain | Analysis of Switching Dynamics with Competing Neural Networks |
https://scholar.google.de/scho... | Extern Subdomain | Analysing Physiological Data from the Wake-Sleep State Transition with Competing Predictors |
https://scholar.google.de/scho... | Extern Subdomain | The Use of Competing Neural Networks for Segmentation and Identification of Switching Dynamics |
https://scholar.google.de/scho... | Extern Subdomain | Segmentation and Identification of Switching Dynamics with Competing Neural Networks |
https://scholar.google.de/scho... | Extern Subdomain | Competing Predictors Segment and Identify Switching Dynamics |
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