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Publications of "Klaus-Robert Müller" ( http://dblp.L3S.de/Authors/Klaus-Robert_Müller )

URL (Homepage):  http://www.ml.tu-berlin.de/menue/mitglieder/klaus-robert_mueller/  Author page on DBLP  Author page in RDF  Community of Klaus-Robert Müller in ASPL-2

Publication years (Num. hits)
1993-1996 (15) 1997-1999 (19) 2000-2001 (15) 2002-2003 (16) 2004 (15) 2005-2006 (28) 2007 (16) 2008-2009 (25) 2010-2011 (34) 2012 (32) 2013-2014 (28) 2015 (18) 2016 (32) 2017 (31) 2018 (26) 2019 (37)
Publication types (Num. hits)
article(216) book(2) incollection(26) inproceedings(139) phdthesis(1) proceedings(3)
GrowBag graphs for keyword ? (Num. hits/coverage)

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The graphs summarize 30 occurrences of 25 keywords

Results
Found 388 publication records. Showing 387 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
1Stefan Chmiela, Huziel Enoc Sauceda Felix, Igor Poltavsky, Klaus-Robert Müller, Alexandre Tkatchenko sGDML: Constructing accurate and data efficient molecular force fields using machine learning. Search on Bibsonomy Computer Physics Communications The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Maximilian Alber, Sebastian Lapuschkin, Philipp Seegerer, Miriam Hägele, Kristof T. Schütt, Grégoire Montavon, Wojciech Samek, Klaus-Robert Müller, Sven Dähne, Pieter-Jan Kindermans iNNvestigate Neural Networks! Search on Bibsonomy J. Mach. Learn. Res. The full citation details ... 2019 DBLP  BibTeX  RDF
1Guido Schwenk, Ralf Pabst, Klaus-Robert Müller Classification of structured validation data using stateless and stateful features. Search on Bibsonomy Computer Communications The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Alexander von Lühmann, Zois Boukouvalas, Klaus-Robert Müller, Tülay Adali A new blind source separation framework for signal analysis and artifact rejection in functional Near-Infrared Spectroscopy. Search on Bibsonomy NeuroImage The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Carmen Vidaurre, Guido Nolte, Ingmar E. J. de Vries, M. Gómez, Tjeerd W. Boonstra, Klaus-Robert Müller, Arno Villringer, Vadim V. Nikulin Canonical maximization of coherence: A novel tool for investigation of neuronal interactions between two datasets. Search on Bibsonomy NeuroImage The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Carmen Vidaurre, Ander Ramos-Murguialday, Stefan Haufe, M. Gómez, Klaus-Robert Müller, Vadim V. Nikulin Enhancing sensorimotor BCI performance with assistive afferent activity: An online evaluation. Search on Bibsonomy NeuroImage The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Joey Tianyi Zhou, Ivor W. Tsang, Shen-Shyang Ho, Klaus-Robert Müller N-ary decomposition for multi-class classification. Search on Bibsonomy Machine Learning The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Sebastian Bosse, Sören Becker, Klaus-Robert Müller, Wojciech Samek, Thomas Wiegand Estimation of distortion sensitivity for visual quality prediction using a convolutional neural network. Search on Bibsonomy Digital Signal Processing The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Felix Sattler, Simon Wiedemann, Klaus-Robert Müller, Wojciech Samek Robust and Communication-Efficient Federated Learning from Non-IID Data. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Leila Arras, Ahmed Osman, Klaus-Robert Müller, Wojciech Samek Evaluating Recurrent Neural Network Explanations. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Kim Nicoli, Pan Kessel, Nils Strodthoff, Wojciech Samek, Klaus-Robert Müller, Shinichi Nakajima Comment on "Solving Statistical Mechanics Using VANs": Introducing saVANt - VANs Enhanced by Importance and MCMC Sampling. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Jacob Kauffmann, Malte Esders, Grégoire Montavon, Wojciech Samek, Klaus-Robert Müller From Clustering to Cluster Explanations via Neural Networks. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Miriam Hägele, Philipp Seegerer, Sebastian Lapuschkin, Michael Bockmayr, Wojciech Samek, Frederick Klauschen, Klaus-Robert Müller, Alexander Binder Resolving challenges in deep learning-based analyses of histopathological images using explanation methods. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Vignesh Srinivasan, Ercan E. Kuruoglu, Klaus-Robert Müller, Wojciech Samek, Shinichi Nakajima Black-Box Decision based Adversarial Attack with Symmetric α-stable Distribution. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Sebastian Lapuschkin, Stephan Wäldchen, Alexander Binder, Grégoire Montavon, Wojciech Samek, Klaus-Robert Müller Unmasking Clever Hans Predictors and Assessing What Machines Really Learn. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Leila Arras, Jose A. Arjona-Medina, Michael Widrich, Grégoire Montavon, Michael Gillhofer, Klaus-Robert Müller, Sepp Hochreiter, Wojciech Samek Explaining and Interpreting LSTMs. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Kim A. Nicoli, Shinichi Nakajima, Nils Strodthoff, Wojciech Samek, Klaus-Robert Müller, Pan Kessel Asymptotically Unbiased Generative Neural Sampling. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Wojciech Samek, Klaus-Robert Müller Towards Explainable Artificial Intelligence. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Danny Panknin, Shinichi Nakajima, Thanh Binh Bui, Klaus-Robert Müller Local Bandwidth Estimation via Mixture of Gaussian Processes. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Lea Helmers, Franziska Horn, Franziska Biegler, Tim Oppermann, Klaus-Robert Müller Automating the search for a patent's prior art with a full text similarity search. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Frank Noé, Alexandre Tkatchenko, Klaus-Robert Müller, Cecilia Clementi Machine learning for molecular simulation. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Lukas Ruff, Robert A. Vandermeulen, Nico Görnitz, Alexander Binder, Emmanuel Müller, Klaus-Robert Müller, Marius Kloft Deep Semi-Supervised Anomaly Detection. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Ann-Kathrin Dombrowski, Maximilian Alber, Christopher J. Anders, Marcel Ackermann, Klaus-Robert Müller, Pan Kessel Explanations can be manipulated and geometry is to blame. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Felix Sattler, Klaus-Robert Müller, Wojciech Samek Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Armin W. Thomas, Klaus-Robert Müller, Wojciech Samek Deep Transfer Learning For Whole-Brain fMRI Analyses. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Christopher J. Anders, Grégoire Montavon, Wojciech Samek, Klaus-Robert Müller Understanding Patch-Based Learning of Video Data by Explaining Predictions. Search on Bibsonomy Explainable AI The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Wojciech Samek, Grégoire Montavon, Andrea Vedaldi, Lars Kai Hansen, Klaus-Robert Müller (eds.) Explainable AI: Interpreting, Explaining and Visualizing Deep Learning Search on Bibsonomy 2019 DBLP  DOI  BibTeX  RDF
1Wojciech Samek, Klaus-Robert Müller Towards Explainable Artificial Intelligence. Search on Bibsonomy Explainable AI The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Kristof T. Schütt, Michael Gastegger, Alexandre Tkatchenko, Klaus-Robert Müller Quantum-Chemical Insights from Interpretable Atomistic Neural Networks. Search on Bibsonomy Explainable AI The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Leila Arras, Jose A. Arjona-Medina, Michael Widrich, Grégoire Montavon, Michael Gillhofer, Klaus-Robert Müller, Sepp Hochreiter, Wojciech Samek Explaining and Interpreting LSTMs. Search on Bibsonomy Explainable AI The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Grégoire Montavon, Alexander Binder, Sebastian Lapuschkin, Wojciech Samek, Klaus-Robert Müller Layer-Wise Relevance Propagation: An Overview. Search on Bibsonomy Explainable AI The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1David Hübner, Pieter-Jan Kindermans, Thibault Verhoeven, Klaus-Robert Müller, Michael Tangermann Rethinking BCI Paradigm and Machine Learning Algorithm as a Symbiosis: Zero Calibration, Guaranteed Convergence and High Decoding Performance. Search on Bibsonomy Brain-Computer Interface Research (7) The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Patrick Wagner, Jakob Paul Morath, Arturo Zychlinsky, Klaus-Robert Müller, Wojciech Samek Rotation Invariant Clustering of 3D Cell Nuclei Shapes. Search on Bibsonomy EMBC The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Armin W. Thomas, Klaus-Robert Müller, Wojciech Samek Deep Transfer Learning for Whole-Brain FMRI Analyses. Search on Bibsonomy OR/MLCN@MICCAI The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Felix Sattler, Simon Wiedemann, Klaus-Robert Müller, Wojciech Samek Sparse Binary Compression: Towards Distributed Deep Learning with minimal Communication. Search on Bibsonomy IJCNN The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Simon Wiedemann, Arturo Marbán, Klaus-Robert Müller, Wojciech Samek Entropy-Constrained Training of Deep Neural Networks. Search on Bibsonomy IJCNN The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Alexander Bauer 0001, Shinichi Nakajima, Nico Görnitz, Klaus-Robert Müller Partial Optimality of Dual Decomposition for MAP Inference in Pairwise MRFs. Search on Bibsonomy AISTATS The full citation details ... 2019 DBLP  BibTeX  RDF
1David Hübner, Thibault Verhoeven, Klaus-Robert Müller, Pieter-Jan Kindermans, Michael Tangermann Unsupervised Learning for Brain-Computer Interfaces Based on Event-Related Potentials: Review and Online Comparison [Research Frontier]. Search on Bibsonomy IEEE Comp. Int. Mag. The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Stephan Kaltenstadler, Shinichi Nakajima, Klaus-Robert Müller, Wojciech Samek Wasserstein Stationary Subspace Analysis. Search on Bibsonomy J. Sel. Topics Signal Processing The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Sebastian Bosse, Laura Acqualagna, Wojciech Samek, Anne K. Porbadnigk, Gabriel Curio, Benjamin Blankertz, Klaus-Robert Müller, Thomas Wiegand Assessing Perceived Image Quality Using Steady-State Visual Evoked Potentials and Spatio-Spectral Decomposition. Search on Bibsonomy IEEE Trans. Circuits Syst. Video Techn. The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Grégoire Montavon, Wojciech Samek, Klaus-Robert Müller Methods for interpreting and understanding deep neural networks. Search on Bibsonomy Digital Signal Processing The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Armin W. Thomas, Hauke R. Heekeren, Klaus-Robert Müller, Wojciech Samek Interpretable LSTMs For Whole-Brain Neuroimaging Analyses. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Felix Sattler, Simon Wiedemann, Klaus-Robert Müller, Wojciech Samek Sparse Binary Compression: Towards Distributed Deep Learning with minimal Communication. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Simon Wiedemann, Klaus-Robert Müller, Wojciech Samek Compact and Computationally Efficient Representation of Deep Neural Networks. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Alexander Binder, Michael Bockmayr, Miriam Hägele, Stephan Wienert, Daniel Heim, Katharina Hellweg, Albrecht Stenzinger, Laura Parlow, Jan Budczies, Benjamin Goeppert, Denise Treue, Manato Kotani, Masaru Ishii, Manfred Dietel, Andreas Hocke, Carsten Denkert, Klaus-Robert Müller, Frederick Klauschen Towards computational fluorescence microscopy: Machine learning-based integrated prediction of morphological and molecular tumor profiles. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Kristof T. Schütt, Michael Gastegger, Alexandre Tkatchenko, Klaus-Robert Müller Quantum-chemical insights from interpretable atomistic neural networks. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Maximilian Alber, Sebastian Lapuschkin, Philipp Seegerer, Miriam Hägele, Kristof T. Schütt, Grégoire Montavon, Wojciech Samek, Klaus-Robert Müller, Sven Dähne, Pieter-Jan Kindermans iNNvestigate neural networks! Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Fabian Horst, Sebastian Lapuschkin, Wojciech Samek, Klaus-Robert Müller, Wolfgang I. Schöllhorn What is Unique in Individual Gait Patterns? Understanding and Interpreting Deep Learning in Gait Analysis. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Simon Wiedemann, Arturo Marbán, Klaus-Robert Müller, Wojciech Samek Entropy-Constrained Training of Deep Neural Networks. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Jacob Kauffmann, Klaus-Robert Müller, Grégoire Montavon Towards Explaining Anomalies: A Deep Taylor Decomposition of One-Class Models. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Hannah Marienwald, Wikor Pronobis, Klaus-Robert Müller, Shinichi Nakajima Tight Bound of Incremental Cover Trees for Dynamic Diversification. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Christopher J. Anders, Grégoire Montavon, Wojciech Samek, Klaus-Robert Müller Understanding Patch-Based Learning by Explaining Predictions. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Vignesh Srinivasan, Arturo Marbán, Klaus-Robert Müller, Wojciech Samek, Shinichi Nakajima Counterstrike: Defending Deep Learning Architectures Against Adversarial Samples by Langevin Dynamics with Supervised Denoising Autoencoder. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Jacob Kauffmann, Grégoire Montavon, Luiz Alberto Lima, Shinichi Nakajima, Klaus-Robert Müller, Nico Görnitz Unsupervised Detection and Explanation of Latent-class Contextual Anomalies. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Sören Becker, Marcel Ackermann, Sebastian Lapuschkin, Klaus-Robert Müller, Wojciech Samek Interpreting and Explaining Deep Neural Networks for Classification of Audio Signals. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Kristof T. Schütt, Alexandre Tkatchenko, Klaus-Robert Müller Learning representations of molecules and materials with atomistic neural networks. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Jaeyoung Shin, Do-Won Kim, Klaus-Robert Müller, Han-Jeong Hwang Improvement of Information Transfer Rates Using a Hybrid EEG-NIRS Brain-Computer Interface with a Short Trial Length: Offline and Pseudo-Online Analyses. Search on Bibsonomy Sensors The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Nico Görnitz, Luiz Alberto Lima, Klaus-Robert Müller, Marius Kloft, Shinichi Nakajima Support Vector Data Descriptions and k-Means Clustering: One Class? Search on Bibsonomy IEEE Trans. Neural Netw. Learning Syst. The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Nico Görnitz, Luiz Alberto Lima, Luiz Eduardo Varella, Klaus-Robert Müller, Shinichi Nakajima Transductive Regression for Data With Latent Dependence Structure. Search on Bibsonomy IEEE Trans. Neural Netw. Learning Syst. The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Sebastian Bosse, Dominique Maniry, Klaus-Robert Müller, Thomas Wiegand, Wojciech Samek Deep Neural Networks for No-Reference and Full-Reference Image Quality Assessment. Search on Bibsonomy IEEE Trans. Image Processing The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Masahiro Yukawa, Klaus-Robert Müller, Yuto Ogino How are the Centered Kernel Principal Components Relevant to Regression Task? -An Exact Analysis. Search on Bibsonomy ICASSP The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Pieter-Jan Kindermans, Kristof T. Schütt, Maximilian Alber, Klaus-Robert Müller, Dumitru Erhan, Been Kim, Sven Dähne Learning how to explain neural networks: PatternNet and PatternAttribution. Search on Bibsonomy ICLR (Poster) The full citation details ... 2018 DBLP  BibTeX  RDF
1Dong-Ok Won, Byung-Do Kim, Ho-Jung Kim, Tae-San Eom, Klaus-Robert Müller, Seong-Whan Lee Curly: An AI-based Curling Robot Successfully Competing in the Olympic Discipline of Curling. Search on Bibsonomy IJCAI The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Weiwei Liu 0003, Ivor W. Tsang, Klaus-Robert Müller An Easy-to-hard Learning Paradigm for Multiple Classes and Multiple Labels. Search on Bibsonomy J. Mach. Learn. Res. The full citation details ... 2017 DBLP  BibTeX  RDF
1Grégoire Montavon, Sebastian Lapuschkin, Alexander Binder, Wojciech Samek, Klaus-Robert Müller Explaining nonlinear classification decisions with deep Taylor decomposition. Search on Bibsonomy Pattern Recognition The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Luiz Alberto Lima, Nico Görnitz, Luiz Eduardo Varella, Marley M. B. R. Vellasco, Klaus-Robert Müller, Shinichi Nakajima Porosity estimation by semi-supervised learning with sparsely available labeled samples. Search on Bibsonomy Computers & Geosciences The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Leila Arras, Grégoire Montavon, Klaus-Robert Müller, Wojciech Samek Explaining Recurrent Neural Network Predictions in Sentiment Analysis. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Pieter-Jan Kindermans, Kristof T. Schütt, Maximilian Alber, Klaus-Robert Müller, Sven Dähne PatternNet and PatternLRP - Improving the interpretability of neural networks. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Sebastian Lapuschkin, Alexander Binder, Klaus-Robert Müller, Wojciech Samek Understanding and Comparing Deep Neural Networks for Age and Gender Classification. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Alexander Bauer 0001, Shinichi Nakajima, Nico Görnitz, Klaus-Robert Müller Partial Optimality of Dual Decomposition for MAP Inference in Pairwise MRFs. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Grégoire Montavon, Wojciech Samek, Klaus-Robert Müller Methods for Interpreting and Understanding Deep Neural Networks. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Alexander Bauer 0001, Shinichi Nakajima, Nico Görnitz, Klaus-Robert Müller Optimizing for Measure of Performance in Max-Margin Parsing. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Franziska Horn, Leila Arras, Grégoire Montavon, Klaus-Robert Müller, Wojciech Samek Exploring text datasets by visualizing relevant words. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Franziska Horn, Leila Arras, Grégoire Montavon, Klaus-Robert Müller, Wojciech Samek Discovering topics in text datasets by visualizing relevant words. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Franziska Horn, Klaus-Robert Müller Learning similarity preserving representations with neural similarity encoders. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1David Hübner, Thibault Verhoeven, Konstantin Schmid, Klaus-Robert Müller, Michael Tangermann, Pieter-Jan Kindermans Learning from Label Proportions in Brain-Computer Interfaces: Online Unsupervised Learning with Guarantees. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Wojciech Samek, Thomas Wiegand, Klaus-Robert Müller Explainable Artificial Intelligence: Understanding, Visualizing and Interpreting Deep Learning Models. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Alexander von Lühmann, Heidrun Wabnitz, Tilmann Heinrich Sander, Klaus-Robert Müller M3BA: A Mobile, Modular, Multimodal Biosignal Acquisition Architecture for Miniaturized EEG-NIRS-Based Hybrid BCI and Monitoring. Search on Bibsonomy IEEE Trans. Biomed. Engineering The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Alexander Bauer 0001, Shinichi Nakajima, Klaus-Robert Müller Efficient Exact Inference With Loss Augmented Objective in Structured Learning. Search on Bibsonomy IEEE Trans. Neural Netw. Learning Syst. The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Wojciech Samek, Alexander Binder, Grégoire Montavon, Sebastian Lapuschkin, Klaus-Robert Müller Evaluating the Visualization of What a Deep Neural Network Has Learned. Search on Bibsonomy IEEE Trans. Neural Netw. Learning Syst. The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Alexander Bauer 0001, Mikio L. Braun, Klaus-Robert Müller Accurate Maximum-Margin Training for Parsing With Context-Free Grammars. Search on Bibsonomy IEEE Trans. Neural Netw. Learning Syst. The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Jaeyoung Shin, Klaus-Robert Müller, Han-Jeong Hwang Hybrid EEG-NIRS brain-computer interface under eyes-closed condition. Search on Bibsonomy APSIPA The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Vignesh Srinivasan, Sebastian Lapuschkin, Cornelius Hellge, Klaus-Robert Müller, Wojciech Samek Interpretable human action recognition in compressed domain. Search on Bibsonomy ICASSP The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Alexander von Lühmann, Klaus-Robert Müller Why build an integrated EEG-NIRS? About the advantages of hybrid bio-acquisition hardware. Search on Bibsonomy EMBC The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Alexander von Lühmann, Surjo R. Soekadar, Benjamin Blankertz, Klaus-Robert Müller Headgear for Mobile Neurotechnology: looking into Alternatives for EEG and NIRS probes. Search on Bibsonomy GBCIC The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Andrea Kübler, Klaus-Robert Müller, Cuntai Guan The P300 BCI: on its Way to End-Users? Search on Bibsonomy GBCIC The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Dong-Ok Won, Han-Jeong Hwang, Klaus-Robert Müller, Seong-Whan Lee Improving Classification Performance of a brain-Computer Interface System based on Rapid Serial Visual Presentation by Shifting stimuli. Search on Bibsonomy GBCIC The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Philipp Helle, Heiko Schwarz, Thomas Wiegand, Klaus-Robert Müller Reinforcement learning for video encoder control in HEVC. Search on Bibsonomy IWSSIP The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Leila Arras, Grégoire Montavon, Klaus-Robert Müller, Wojciech Samek Explaining Recurrent Neural Network Predictions in Sentiment Analysis. Search on Bibsonomy WASSA@EMNLP The full citation details ... 2017 DBLP  BibTeX  RDF
1Jing Yu Koh, Wojciech Samek, Klaus-Robert Müller, Alexander Binder Object Boundary Detection and Classification with Image-Level Labels. Search on Bibsonomy GCPR The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Wojciech Samek, Alexander Binder, Sebastian Lapuschkin, Klaus-Robert Müller Understanding and Comparing Deep Neural Networks for Age and Gender Classification. Search on Bibsonomy ICCV Workshops The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Kristof Schütt, Pieter-Jan Kindermans, Huziel Enoc Sauceda Felix, Stefan Chmiela, Alexandre Tkatchenko, Klaus-Robert Müller SchNet: A continuous-filter convolutional neural network for modeling quantum interactions. Search on Bibsonomy NIPS The full citation details ... 2017 DBLP  BibTeX  RDF
1Maximilian Alber, Pieter-Jan Kindermans, Kristof Schütt, Klaus-Robert Müller, Fei Sha An Empirical Study on The Properties of Random Bases for Kernel Methods. Search on Bibsonomy NIPS The full citation details ... 2017 DBLP  BibTeX  RDF
1János Höner, Shinichi Nakajima, Alexander Bauer 0001, Klaus-Robert Müller, Nico Görnitz Minimizing Trust Leaks for Robust Sybil Detection. Search on Bibsonomy ICML The full citation details ... 2017 DBLP  BibTeX  RDF
1Sebastian Lapuschkin, Alexander Binder, Grégoire Montavon, Klaus-Robert Müller, Wojciech Samek The LRP Toolbox for Artificial Neural Networks. Search on Bibsonomy J. Mach. Learn. Res. The full citation details ... 2016 DBLP  BibTeX  RDF
1Wojciech Samek, Duncan A. J. Blythe, Gabriel Curio, Klaus-Robert Müller, Benjamin Blankertz, Vadim V. Nikulin Multiscale temporal neural dynamics predict performance in a complex sensorimotor task. Search on Bibsonomy NeuroImage The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Johannes Höhne, Daniel Bartz, Martin N. Hebart, Klaus-Robert Müller, Benjamin Blankertz Analyzing neuroimaging data with subclasses: A shrinkage approach. Search on Bibsonomy NeuroImage The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Matthias Sebastian Treder, Anne K. Porbadnigk, Forooz Shahbazi Avarvand, Klaus-Robert Müller, Benjamin Blankertz The LDA beamformer: Optimal estimation of ERP source time series using linear discriminant analysis. Search on Bibsonomy NeuroImage The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Masahiro Yukawa, Klaus-Robert Müller Why Does a Hilbertian Metric Work Efficiently in Online Learning With Kernels? Search on Bibsonomy IEEE Signal Process. Lett. The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Alexander Binder, Grégoire Montavon, Sebastian Bach, Klaus-Robert Müller, Wojciech Samek Layer-wise Relevance Propagation for Neural Networks with Local Renormalization Layers. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
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