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154Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFranz J. Király, Andreas Ziehe, Klaus-Robert Müller: An Algebraic Method for Approximate Rank One Factorization of Rank Deficient Matrices. LVA/ICA 2012: 272-279
153Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGrégoire Montavon, Klaus-Robert Müller: Learning Feature Hierarchies with Centered Deep Boltzmann Machines CoRR abs/1203.3783: (2012)
152Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJanne Mathias Hahne, Bernhard Graimann, Klaus-Robert Müller: Spatial Filtering for Robust Myoelectric Control. IEEE Trans. Biomed. Engineering 59(5): 1436-1443 (2012)
151Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDuncan A. J. Blythe, Paul von Bünau, Frank C. Meinecke, Klaus-Robert Müller: Feature Extraction for Change-Point Detection Using Stationary Subspace Analysis. IEEE Trans. Neural Netw. Learning Syst. 23(4): 631-643 (2012)
150Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSimon Scholler, Sebastian Bosse, Matthias Sebastian Treder, Benjamin Blankertz, Gabriel Curio, Klaus-Robert Müller, Thomas Wiegand: Toward a Direct Measure of Video Quality Perception Using EEG. IEEE Transactions on Image Processing 21(5): 2619-2629 (2012)
149Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlexander Binder, Klaus-Robert Müller, Motoaki Kawanabe: On Taxonomies for Multi-class Image Categorization. International Journal of Computer Vision 99(3): 281-301 (2012)
148Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFranz J. Király, Paul von Bünau, Frank C. Meinecke, Duncan A. J. Blythe, Klaus-Robert Müller: Algebraic Geometric Comparison of Probability Distributions. Journal of Machine Learning Research 13: 855-903 (2012)
147Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFranz J. Király, Paul von Bünau, Jan Saputra Müller, Duncan A. J. Blythe, Frank C. Meinecke, Klaus-Robert Müller: Regression for sets of polynomial equations. Journal of Machine Learning Research - Proceedings Track 22: 628-637 (2012)
146Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGrégoire Montavon, Mikio L. Braun, Klaus-Robert Müller: Deep Boltzmann Machines as Feed-Forward Hierarchies. Journal of Machine Learning Research - Proceedings Track 22: 798-804 (2012)
145Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSiamac Fazli, Jan Mehnert, Jens Steinbrink, Gabriel Curio, Arno Villringer, Klaus-Robert Müller, Benjamin Blankertz: Enhanced performance by a hybrid NIRS-EEG brain computer interface. NeuroImage 59(1): 519-529 (2012)
2011
144Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlexander Binder, Wojciech Samek, Marius Kloft, Christina Müller, Klaus-Robert Müller, Motoaki Kawanabe: The Joint Submission of the TU Berlin and Fraunhofer FIRST (TUBFI) to the ImageCLEF2011 Photo Annotation Task. CLEF (Notebook Papers/Labs/Workshop) 2011
143Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSiamac Fazli, Márton Danóczy, Jürg Schelldorfer, Klaus-Robert Müller: ℓ1-Penalized Linear Mixed-Effects Models for BCI. ICANN (1) 2011: 26-35
142Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDuncan A. J. Blythe, Paul von Bünau, Frank C. Meinecke, Klaus-Robert Müller: Feature Extraction for Change-Point Detection using Stationary Subspace Analysis CoRR abs/1108.2486: (2011)
141Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDaniel Bartz, Kerr Hatrick, Christian W. Hesse, Klaus-Robert Müller, Steven Lemm: Directional Variance Adjustment: a novel covariance estimator for high dimensional portfolio optimization CoRR abs/1109.3069: (2011)
140Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlexander Binder, Shinichi Nakajima, Marius Kloft, Christina Müller, Wojciech Samek, Ulf Brefeld, Klaus-Robert Müller, Motoaki Kawanabe: Insights from Classifying Visual Concepts with Multiple Kernel Learning CoRR abs/1112.3697: (2011)
139Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn C. Snyder, Matthias Rupp, Katja Hansen, Klaus-Robert Müller, Kieron Burke: Finding Density Functionals with Machine Learning CoRR abs/1112.5441: (2011)
138Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFabian J. Theis, Motoaki Kawanabe, Klaus-Robert Müller: Uniqueness of Non-Gaussianity-Based Dimension Reduction. IEEE Transactions on Signal Processing 59(9): 4478-4482 (2011)
137Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGrégoire Montavon, Mikio L. Braun, Klaus-Robert Müller: Kernel Analysis of Deep Networks. Journal of Machine Learning Research 12: 2563-2581 (2011)
136Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJan Saputra Müller, Paul von Bünau, Frank C. Meinecke, Franz J. Király, Klaus-Robert Müller: The Stationary Subspace Analysis Toolbox. Journal of Machine Learning Research 12: 3065-3069 (2011)
135Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCarmen Vidaurre, Claudia Sannelli, Klaus-Robert Müller, Benjamin Blankertz: Machine-Learning-Based Coadaptive Calibration for Brain-Computer Interfaces. Neural Computation 23(3): 791-816 (2011)
134Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLStefan Haufe, Ryota Tomioka, Thorsten Dickhaus, Claudia Sannelli, Benjamin Blankertz, Guido Nolte, Klaus-Robert Müller: Large-scale EEG/MEG source localization with spatial flexibility. NeuroImage 54(2): 851-859 (2011)
133Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSteven Lemm, Benjamin Blankertz, Thorsten Dickhaus, Klaus-Robert Müller: Introduction to machine learning for brain imaging. NeuroImage 56(2): 387-399 (2011)
132Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBenjamin Blankertz, Steven Lemm, Matthias Sebastian Treder, Stefan Haufe, Klaus-Robert Müller: Single-trial analysis and classification of ERP components - A tutorial. NeuroImage 56(2): 814-825 (2011)
131Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSiamac Fazli, Márton Danóczy, Jürg Schelldorfer, Klaus-Robert Müller: ℓ1-penalized linear mixed-effects models for high dimensional data with application to BCI. NeuroImage 56(4): 2100-2108 (2011)
2010
130Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCarmen Vidaurre, Claudia Sannelli, Klaus-Robert Müller, Benjamin Blankertz: Machine-Learning Based Co-adaptive Calibration: A Perspective to Fight BCI Illiteracy. HAIS (1) 2010: 413-420
129Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGrégoire Montavon, Mikio L. Braun, Klaus-Robert Müller: Layer-wise analysis of deep networks with Gaussian kernels. NIPS 2010: 1678-1686
128Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSiamac Fazli, Márton Danóczy, Florin Popescu, Benjamin Blankertz, Klaus-Robert Müller: Using Rest Class and Control Paradigms for Brain Computer Interfacing. Brain-Computer Interfaces 2010: 55-70
127Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid Baehrens, Timon Schroeter, Stefan Harmeling, Motoaki Kawanabe, Katja Hansen, Klaus-Robert Müller: How to Explain Individual Classification Decisions. Journal of Machine Learning Research 11: 1803-1831 (2010)
126Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKonrad Rieck, Tammo Krueger, Ulf Brefeld, Klaus-Robert Müller: Approximate Tree Kernels. Journal of Machine Learning Research 11: 555-580 (2010)
125Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGuido Nolte, Andreas Ziehe, Nicole Krämer, Florin Popescu, Klaus-Robert Müller: Comparison of Granger Causality and Phase Slope Index. Journal of Machine Learning Research - Proceedings Track 6: 267-276 (2010)
124Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLStefan Haufe, Klaus-Robert Müller, Guido Nolte, Nicole Krämer: Sparse Causal Discovery in Multivariate Time Series. Journal of Machine Learning Research - Proceedings Track 6: 97-106 (2010)
123Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFelix Bießmann, Frank C. Meinecke, Arthur Gretton, Alexander Rauch, Gregor Rainer, Nikos K. Logothetis, Klaus-Robert Müller: Temporal kernel CCA and its application in multimodal neuronal data analysis. Machine Learning 79(1-2): 5-27 (2010)
2009
122Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPaul von Bünau, Frank C. Meinecke, Klaus-Robert Müller: Stationary Subspace Analysis. ICA 2009: 1-8
121Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSiamac Fazli, Márton Danóczy, Florin Popescu, Benjamin Blankertz, Klaus-Robert Müller: Using Rest Class and Control Paradigms for Brain Computer Interfacing. IWANN (1) 2009: 651-665
120Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMotoaki Kawanabe, Carmen Vidaurre, Benjamin Blankertz, Klaus-Robert Müller: A Maxmin Approach to Optimize Spatial Filters for EEG Single-Trial Classification. IWANN (1) 2009: 674-682
119Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSiamac Fazli, Cristian Grozea, Márton Danóczy, Benjamin Blankertz, Florin Popescu, Klaus-Robert Müller: Subject independent EEG-based BCI decoding. NIPS 2009: 513-521
118Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarius Kloft, Ulf Brefeld, Sören Sonnenburg, Pavel Laskov, Klaus-Robert Müller, Alexander Zien: Efficient and Accurate Lp-Norm Multiple Kernel Learning. NIPS 2009: 997-1005
117Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLStefan Wahl, Konrad Rieck, Pavel Laskov, Peter Domschitz, Klaus-Robert Müller: Securing IMS against novel threats. Bell Labs Technical Journal 14(1): 243-257 (2009)
116Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid Baehrens, Timon Schroeter, Stefan Harmeling, Motoaki Kawanabe, Katja Hansen, Klaus-Robert Müller: How to Explain Individual Classification Decisions CoRR abs/0912.1128: (2009)
115Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn Williamson, Roderick Murray-Smith, Benjamin Blankertz, Matthias Krauledat, Klaus-Robert Müller: Designing for uncertain, asymmetric control: Interaction design for brain-computer interfaces. Int. J. Hum.-Comput. Stud. 67(10): 827-841 (2009)
114Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTadashi Isa, Eberhard E. Fetz, Klaus-Robert Müller: Recent advances in brain-machine interfaces. Neural Networks 22(9): 1201-1202 (2009)
113Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLClaudia Sannelli, Mikio L. Braun, Klaus-Robert Müller: Improving BCI performance by task-related trial pruning. Neural Networks 22(9): 1295-1304 (2009)
112Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSiamac Fazli, Florin Popescu, Márton Danóczy, Benjamin Blankertz, Klaus-Robert Müller, Cristian Grozea: Subject-independent mental state classification in single trials. Neural Networks 22(9): 1305-1312 (2009)
111Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSteven Lemm, Klaus-Robert Müller, Gabriel Curio: A Generalized Framework for Quantifying the Dynamics of EEG Event-Related Desynchronization. PLoS Computational Biology 5(8): (2009)
2008
110Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVojtech Franc, Pavel Laskov, Klaus-Robert Müller: Stopping conditions for exact computation of leave-one-out error in support vector machines. ICML 2008: 328-335
109Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKonrad Rieck, Stefan Wahl, Pavel Laskov, Peter Domschitz, Klaus-Robert Müller: A Self-learning System for Detection of Anomalous SIP Messages. IPTComm 2008: 90-106
108Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMichael Tangermann, Matthias Krauledat, Konrad Grzeska, Max Sagebaum, Benjamin Blankertz, Carmen Vidaurre, Klaus-Robert Müller: Playing Pinball with non-invasive BCI. NIPS 2008: 1641-1648
107Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLStefan Haufe, Vadim V. Nikulin, Andreas Ziehe, Klaus-Robert Müller, Guido Nolte: Estimating vector fields using sparse basis field expansions. NIPS 2008: 617-624
106Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBenjamin Blankertz, Michael Tangermann, Florin Popescu, Matthias Krauledat, Siamac Fazli, Márton Dónaczy, Gabriel Curio, Klaus-Robert Müller: The Berlin Brain-Computer Interface. WCCI 2008: 79-101
105Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnton Nijholt, Desney S. Tan, Gert Pfurtscheller, Clemens Brunner, José del R. Millán, Brendan Z. Allison, Bernhard Graimann, Florin Popescu, Benjamin Blankertz, Klaus-Robert Müller: Brain-Computer Interfacing for Intelligent Systems. IEEE Intelligent Systems 23(3): 72-79 (2008)
104Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMasashi Sugiyama, Motoaki Kawanabe, Gilles Blanchard, Klaus-Robert Müller: Approximating the Best Linear Unbiased Estimator of Non-Gaussian Signals with Gaussian Noise. IEICE Transactions 91-D(5): 1577-1580 (2008)
103Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMikio L. Braun, Joachim M. Buhmann, Klaus-Robert Müller: On Relevant Dimensions in Kernel Feature Spaces. Journal of Machine Learning Research 9: 1875-1908 (2008)
2007
102Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBenjamin Blankertz, Matthias Krauledat, Guido Dornhege, John Williamson, Roderick Murray-Smith, Klaus-Robert Müller: A Note on Brain Actuated Spelling with the Berlin Brain-Computer Interface. HCI (6) 2007: 759-768
101Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKlaus-Robert Müller, Matthias Krauledat, Guido Dornhege, Gabriel Curio, Benjamin Blankertz: Machine Learning and Applications for Brain-Computer Interfacing. HCI (8) 2007: 705-714
100Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKeisuke Yamazaki, Motoaki Kawanabe, Sumio Watanabe, Masashi Sugiyama, Klaus-Robert Müller: Asymptotic Bayesian generalization error when training and test distributions are different. ICML 2007: 1079-1086
99Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShigeyuki Oba, Motoaki Kawanabe, Klaus-Robert Müller, Shin Ishii: Heterogeneous Component Analysis. NIPS 2007
98Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBenjamin Blankertz, Motoaki Kawanabe, Ryota Tomioka, Friederike Hohlefeld, Vadim V. Nikulin, Klaus-Robert Müller: Invariant Common Spatial Patterns: Alleviating Nonstationarities in Brain-Computer Interfacing. NIPS 2007
97Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRoman Krepki, Gabriel Curio, Benjamin Blankertz, Klaus-Robert Müller: Berlin Brain-Computer Interface - The HCI communication channel for discovery. Int. J. Hum.-Comput. Stud. 65(5): 460-477 (2007)
96Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSören Sonnenburg, Mikio L. Braun, Cheng Soon Ong, Samy Bengio, Léon Bottou, Geoffrey Holmes, Yann LeCun, Klaus-Robert Müller, Fernando Pereira, Carl Edward Rasmussen, Gunnar Rätsch, Bernhard Schölkopf, Alexander J. Smola, Pascal Vincent, Jason Weston, Robert C. Williamson: The Need for Open Source Software in Machine Learning. Journal of Machine Learning Research 8: 2443-2466 (2007)
95Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMasashi Sugiyama, Matthias Krauledat, Klaus-Robert Müller: Covariate Shift Adaptation by Importance Weighted Cross Validation. Journal of Machine Learning Research 8: 985-1005 (2007)
94Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGilles Blanchard, Christin Schäfer, Yves Rozenholc, Klaus-Robert Müller: Optimal dyadic decision trees. Machine Learning 66(2-3): 209-241 (2007)
93Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRoman Krepki, Benjamin Blankertz, Gabriel Curio, Klaus-Robert Müller: The Berlin Brain-Computer Interface (BBCI) - towards a new communication channel for online control in gaming applications. Multimedia Tools Appl. 33(1): 73-90 (2007)
92Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGunnar Rätsch, Sören Sonnenburg, Jagan Srinivasan, Hanh Witte, Klaus-Robert Müller, Ralf J. Sommer, Bernhard Schölkopf: Improving the Caenorhabditis elegans Genome Annotation Using Machine Learning. PLoS Computational Biology 3(2): (2007)
2006
91no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKatrin Franke, Klaus-Robert Müller, Bertram Nickolay, Ralf Schäfer: Pattern Recognition, 28th DAGM Symposium, Berlin, Germany, September 12-14, 2006, Proceedings Springer 2006
90Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMasashi Sugiyama, Benjamin Blankertz, Matthias Krauledat, Guido Dornhege, Klaus-Robert Müller: Importance-Weighted Cross-Validation for Covariate Shift. DAGM-Symposium 2006: 354-363
89Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKonrad Rieck, Pavel Laskov, Klaus-Robert Müller: Efficient Algorithms for Similarity Measures over Sequential Data: A Look Beyond Kernels. DAGM-Symposium 2006: 374-383
88Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRyota Tomioka, Guido Dornhege, Guido Nolte, Kazuyuki Aihara, Klaus-Robert Müller: Optimizing Spectral Filters for Single Trial EEG Classification. DAGM-Symposium 2006: 414-423
87Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMotoaki Kawanabe, Gilles Blanchard, Masashi Sugiyama, Vladimir Spokoiny, Klaus-Robert Müller: A Novel Dimension Reduction Procedure for Searching Non-Gaussian Subspaces. ICA 2006: 149-156
86Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKeisuke Yamazaki, Kenji Nagata, Sumio Watanabe, Klaus-Robert Müller: A Model Selection Method Based on Bound of Learning Coefficient. ICANN (2) 2006: 371-380
85Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRyota Tomioka, Kazuyuki Aihara, Klaus-Robert Müller: Logistic Regression for Single Trial EEG Classification. NIPS 2006: 1377-1384
84Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMikio L. Braun, Joachim M. Buhmann, Klaus-Robert Müller: Denoising and Dimension Reduction in Feature Space. NIPS 2006: 185-192
83Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMatthias Krauledat, Michael Schröder, Benjamin Blankertz, Klaus-Robert Müller: Reducing Calibration Time For Brain-Computer Interfaces: A Clustering Approach. NIPS 2006: 753-760
82Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJulian Laub, Jakob Macke, Klaus-Robert Müller, Felix A. Wichmann: Inducing Metric Violations in Human Similarity Judgements. NIPS 2006: 777-784
81Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBenjamin Blankertz, Guido Dornhege, Steven Lemm, Matthias Krauledat, Gabriel Curio, Klaus-Robert Müller: The Berlin Brain-Computer Interface: Machine Learning Based Detection of User Specific Brain States. J. UCS 12(6): 581-607 (2006)
80Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPavel Laskov, Christian Gehl, Stefan Krüger, Klaus-Robert Müller: Incremental Support Vector Learning: Analysis, Implementation and Applications. Journal of Machine Learning Research 7: 1909-1936 (2006)
79Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGilles Blanchard, Motoaki Kawanabe, Masashi Sugiyama, Vladimir Spokoiny, Klaus-Robert Müller: In Search of Non-Gaussian Components of a High-Dimensional Distribution. Journal of Machine Learning Research 7: 247-282 (2006)
78Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLStefan Harmeling, Guido Dornhege, David M. J. Tax, Frank C. Meinecke, Klaus-Robert Müller: From outliers to prototypes: Ordering data. Neurocomputing 69(13-15): 1608-1618 (2006)
77Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJulian Laub, Volker Roth, Joachim M. Buhmann, Klaus-Robert Müller: On the information and representation of non-Euclidean pairwise data. Pattern Recognition 39(10): 1815-1826 (2006)
2005
76Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMasashi Sugiyama, Klaus-Robert Müller: Model Selection Under Covariate Shift. ICANN (2) 2005: 235-240
75Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGuido Nolte, Andreas Ziehe, Frank C. Meinecke, Klaus-Robert Müller: Analyzing Coupled Brain Sources: Distinguishing True from Spurious Interaction. NIPS 2005
74Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGilles Blanchard, Masashi Sugiyama, Motoaki Kawanabe, Vladimir Spokoiny, Klaus-Robert Müller: Non-Gaussian Component Analysis: a Semi-parametric Framework for Linear Dimension Reduction. NIPS 2005
73Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGuido Dornhege, Benjamin Blankertz, Matthias Krauledat, Florian Losch, Gabriel Curio, Klaus-Robert Müller: Optimizing spatio-temporal filters for improving Brain-Computer Interfacing. NIPS 2005
72Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPavel Laskov, Konrad Rieck, Christin Schäfer, Klaus-Robert Müller: Visualization of anomaly detection using prediction sensitivity. Sicherheit 2005: 197-208
71Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKlaus-Robert Müller, Gunnar Rätsch, Sören Sonnenburg, Sebastian Mika, Michael Grimm, Nikolaus Heinrich: Classifying 'Drug-likeness' with Kernel-Based Learning Methods. Journal of Chemical Information and Modeling 45(2): 249-253 (2005)
70Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMotoaki Kawanabe, Klaus-Robert Müller: Estimating Functions for Blind Separation When Sources Have Variance Dependencies. Journal of Machine Learning Research 6: 453-482 (2005)
2004
69Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMasashi Sugiyama, Motoaki Kawanabe, Klaus-Robert Müller: Regularizing generalization error estimators: a novel approach to robust model selection. ESANN 2004: 163-168
68Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMotoaki Kawanabe, Klaus-Robert Müller: Estimating Functions for Blind Separation when Sources Have Variance-Dependencies. ICA 2004: 136-143
67Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFrank C. Meinecke, Stefan Harmeling, Klaus-Robert Müller: Robust ICA for Super-Gaussian Sources. ICA 2004: 217-224
66Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArie Yeredor, Andreas Ziehe, Klaus-Robert Müller: Approximate Joint Diagonalization Using a Natural Gradient Approach. ICA 2004: 89-96
65Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid M. J. Tax, Klaus-Robert Müller: A Consistency-Based Model Selection for One-Class Classification. ICPR (3) 2004: 363-366
64Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKlaus-Robert Müller, Ricardo Vigário, Frank C. Meinecke, Andreas Ziehe: Blind Source Separation Techniques for Decomposing Event-Related Brain Signals. I. J. Bifurcation and Chaos 14(2): 773-791 (2004)
63Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndreas Ziehe, Pavel Laskov, Guido Nolte, Klaus-Robert Müller: A Fast Algorithm for Joint Diagonalization with Non-orthogonal Transformations and its Application to Blind Source Separation. Journal of Machine Learning Research 5: 777-800 (2004)
62Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJulian Laub, Klaus-Robert Müller: Feature Discovery in Non-Metric Pairwise Data. Journal of Machine Learning Research 5: 801-818 (2004)
61Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKoji Tsuda, Shotaro Akaho, Motoaki Kawanabe, Klaus-Robert Müller: Asymptotic Properties of the Fisher Kernel. Neural Computation 16(1): 115-137 (2004)
60Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMasashi Sugiyama, Motoaki Kawanabe, Klaus-Robert Müller: Trading Variance Reduction with Unbiasedness: The Regularized Subspace Information Criterion for Robust Model Selection in Kernel Regression. Neural Computation 16(5): 1077-1104 (2004)
59Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPavel Laskov, Christin Schäfer, Igor V. Kotenko, Klaus-Robert Müller: Intrusion Detection in Unlabeled Data with Quarter-sphere Support Vector Machines. Praxis der Informationsverarbeitung und Kommunikation 27(4): 228-236 (2004)
58Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLStefan Harmeling, Frank C. Meinecke, Klaus-Robert Müller: Injecting noise for analysing the stability of ICA components. Signal Processing 84(2): 255-266 (2004)
2003
57Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid M. J. Tax, Klaus-Robert Müller: Feature Extraction for One-Class Classification. ICANN 2003: 342-349
56Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGuido Dornhege, Benjamin Blankertz, Gabriel Curio, Klaus-Robert Müller: Increase Information Transfer Rates in BCI by CSP Extension to Multi-class. NIPS 2003
55Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSebastian Mika, Gunnar Rätsch, Jason Weston, Bernhard Schölkopf, Alex J. Smola, Klaus-Robert Müller: Constructing Descriptive and Discriminative Nonlinear Features: Rayleigh Coefficients in Kernel Feature Spaces. IEEE Trans. Pattern Anal. Mach. Intell. 25(5): 623-633 (2003)
54Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndreas Ziehe, Motoaki Kawanabe, Stefan Harmeling, Klaus-Robert Müller: Blind Separation of Post-nonlinear Mixtures using Linearizing Transformations and Temporal Decorrelation. Journal of Machine Learning Research 4: 1319-1338 (2003)
53Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLStefan Harmeling, Andreas Ziehe, Motoaki Kawanabe, Klaus-Robert Müller: Kernel-Based Nonlinear Blind Source Separation. Neural Computation 15(5): 1089-1124 (2003)
2002
52Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSören Sonnenburg, Gunnar Rätsch, Arun K. Jagota, Klaus-Robert Müller: New Methods for Splice Site Recognition. ICANN 2002: 329-336
51Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMasashi Sugiyama, Klaus-Robert Müller: Selecting Ridge Parameters in Infinite Dimensional Hypothesis Spaces. ICANN 2002: 528-534
50Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGuido Dornhege, Benjamin Blankertz, Gabriel Curio, Klaus-Robert Müller: Combining Features for BCI. NIPS 2002: 1115-1122
49Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKoji Tsuda, Motoaki Kawanabe, Klaus-Robert Müller: Clustering with the Fisher Score. NIPS 2002: 729-736
48Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVolker Roth, Julian Laub, Joachim M. Buhmann, Klaus-Robert Müller: Going Metric: Denoising Pairwise Data. NIPS 2002: 817-824
47Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGunnar Rätsch, Sebastian Mika, Bernhard Schölkopf, Klaus-Robert Müller: Constructing Boosting Algorithms from SVMs: An Application to One-Class Classification. IEEE Trans. Pattern Anal. Mach. Intell. 24(9): 1184-1199 (2002)
46Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKoji Tsuda, Masashi Sugiyama, Klaus-Robert Müller: Subspace information criterion for nonquadratic regularizers-Model selection for sparse regressors. IEEE Transactions on Neural Networks 13(1): 70-80 (2002)
45Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMasashi Sugiyama, Klaus-Robert Müller: The Subspace Information Criterion for Infinite Dimensional Hypothesis Spaces. Journal of Machine Learning Research 3: 323-359 (2002)
44Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKoji Tsuda, Motoaki Kawanabe, Gunnar Rätsch, Sören Sonnenburg, Klaus-Robert Müller: A New Discriminative Kernel from Probabilistic Models. Neural Computation 14(10): 2397-2414 (2002)
43Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNoboru Murata, Motoaki Kawanabe, Andreas Ziehe, Klaus-Robert Müller, Shun-ichi Amari: On-line learning in changing environments with applications in supervised and unsupervised learning. Neural Networks 15(4-6): 743-760 (2002)
2001
42Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKoji Tsuda, Gunnar Rätsch, Sebastian Mika, Klaus-Robert Müller: Learning to Predict the Leave-One-Out Error of Kernel Based Classifiers. ICANN 2001: 331-338
41Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFrank C. Meinecke, Andreas Ziehe, Motoaki Kawanabe, Klaus-Robert Müller: Estimating the Reliability of ICA Projections. NIPS 2001: 1181-1188
40Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBenjamin Blankertz, Gabriel Curio, Klaus-Robert Müller: Classifying Single Trial EEG: Towards Brain Computer Interfacing. NIPS 2001: 157-164
39Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLStefan Harmeling, Alexander Ziehe, Motoaki Kawanabe, Klaus-Robert Müller: Kernel Feature Spaces and Nonlinear Blind Souce Separation. NIPS 2001: 761-768
38Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKoji Tsuda, Motoaki Kawanabe, Gunnar Rätsch, Sören Sonnenburg, Klaus-Robert Müller: A New Discriminative Kernel From Probabilistic Models. NIPS 2001: 977-984
37Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKlaus-Robert Müller, Sebastian Mika, Gunnar Rätsch, Koji Tsuda, Bernhard Schölkopf: An introduction to kernel-based learning algorithms. IEEE Transactions on Neural Networks 12(2): 181-201 (2001)
36Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGunnar Rätsch, Takashi Onoda, Klaus-Robert Müller: Soft Margins for AdaBoost. Machine Learning 42(3): 287-320 (2001)
2000
35no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSara A. Solla, Todd K. Leen, Klaus-Robert Müller: Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29 - December 4, 1999] The MIT Press 2000
34no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGunnar Rätsch, Manfred K. Warmuth, Sebastian Mika, Takashi Onoda, Steven Lemm, Klaus-Robert Müller: Barrier Boosting. COLT 2000: 170-179
33no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSebastian Mika, Gunnar Rätsch, Klaus-Robert Müller: A Mathematical Programming Approach to the Kernel Fisher Algorithm. NIPS 2000: 591-597
32Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGunnar Rätsch, Bernhard Schölkopf, Alex J. Smola, Sebastian Mika, Takashi Onoda, Klaus-Robert Müller: Robust Ensemble Learning for Data Mining. PAKDD 2000: 341-344
31Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlexander Zien, Gunnar Rätsch, Sebastian Mika, Bernhard Schölkopf, Thomas Lengauer, Klaus-Robert Müller: Engineering support vector machine kernels that recognize translation initiation sites. Bioinformatics 16(9): 799-807 (2000)
30Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJens Kohlmorgen, Klaus-Robert Müller, J. Rittweger, Klaus Pawelzik: Identification of nonstationary dynamics in physiological recordings. Biological Cybernetics 83(1): 73-84 (2000)
1999
29Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLStefan Liehr, Klaus Pawelzik, Jens Kohlmorgen, Steven Lemm, Klaus-Robert Müller: Hidden Markov gating for prediction of change points in switching dynamical systems. ESANN 1999: 405-410
28no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlexander Zien, Gunnar Rätsch, Sebastian Mika, Bernhard Schölkopf, Christian Lemmen, Alex J. Smola, Thomas Lengauer, Klaus-Robert Müller: Engineering Support Vector Machine Kerneis That Recognize Translation Initialion Sites. German Conference on Bioinformatics 1999: 37-43
27Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSebastian Mika, Gunnar Rätsch, Jason Weston, Bernhard Schölkopf, Alex J. Smola, Klaus-Robert Müller: Invariant Feature Extraction and Classification in Kernel Spaces. NIPS 1999: 526-532
26Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGunnar Rätsch, Bernhard Schölkopf, Alex J. Smola, Klaus-Robert Müller, Takashi Onoda, Sebastian Mika: v-Arc: Ensemble Learning in the Presence of Outliers. NIPS 1999: 561-567
25Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLucas C. Parra, Clay Spence, Paul Sajda, Andreas Ziehe, Klaus-Robert Müller: Unmixing Hyperspectral Data. NIPS 1999: 942-948
24Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBernhard Schölkopf, Sebastian Mika, Christopher J. C. Burges, Phil Knirsch, Klaus-Robert Müller, Gunnar Rätsch, Alexander J. Smola: Input space versus feature space in kernel-based methods. IEEE Transactions on Neural Networks 10(5): 1000-1017 (1999)
23Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBernhard Schölkopf, Klaus-Robert Müller, Alex J. Smola: Lernen mit Kernen: Support-Vektor-Methoden zur Analyse hochdimensionaler Daten. Inform., Forsch. Entwickl. 14(3): 154-163 (1999)
1998
22no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGenevieve B. Orr, Klaus-Robert Müller: Neural Networks: Tricks of the Trade, this book is an outgrowth of a 1996 NIPS workshop Springer 1998
21no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGunnar Rätsch, Takashi Onoda, Klaus-Robert Müller: An Improvement of AdaBoost to Avoid Overfitting. ICONIP 1998: 506-509
20Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSebastian Mika, Bernhard Schölkopf, Alex J. Smola, Klaus-Robert Müller, Matthias Scholz, Gunnar Rätsch: Kernel PCA and De-Noising in Feature Spaces. NIPS 1998: 536-542
19Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGunnar Rätsch, Takashi Onoda, Klaus-Robert Müller: Regularizing AdaBoost. NIPS 1998: 564-570
18Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBernhard Schölkopf, Alex J. Smola, Klaus-Robert Müller: Nonlinear Component Analysis as a Kernel Eigenvalue Problem. Neural Computation 10(5): 1299-1319 (1998)
17Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlex J. Smola, Bernhard Schölkopf, Klaus-Robert Müller: The connection between regularization operators and support vector kernels. Neural Networks 11(4): 637-649 (1998)
16Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJens Kohlmorgen, Klaus-Robert Müller: Data Set A is a Pattern Matching Problem. Neural Processing Letters 7(1): 43-47 (1998)
1997
15Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJens Kohlmorgen, Klaus-Robert Müller, J. Rittweger, Klaus Pawelzik: Analysis of Wake/Sleep EEG with Competing Experts. ICANN 1997: 1077-1082
14Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBernhard Schölkopf, Alex J. Smola, Klaus-Robert Müller: Kernel Principal Component Analysis. ICANN 1997: 583-588
13Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKlaus-Robert Müller, Alex J. Smola, Gunnar Rätsch, Bernhard Schölkopf, Jens Kohlmorgen, Vladimir Vapnik: Predicting Time Series with Support Vector Machines. ICANN 1997: 999-1004
12no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJens Kohlmorgen, Klaus-Robert Müller, Klaus Pawelzik: Analysis of Drifting Dynamics with Neural Network Hidden Markov Models. NIPS 1997
1996
11Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKlaus Pawelzik, Klaus-Robert Müller, Jens Kohlmorgen: Prediction of Mixtures. ICANN 1996: 127-132
10Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJens Kohlmorgen, Klaus-Robert Müller, Klaus Pawelzik: Analysis of Drifting Dynamics with Competing Predictors. ICANN 1996: 785-790
9Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNoboru Murata, Klaus-Robert Müller, Andreas Ziehe, Shun-ichi Amari: Adaptive On-line Learning in Changing Environments. NIPS 1996: 599-605
8Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGenevieve B. Orr, Klaus-Robert Müller: Introduction. Neural Networks: Tricks of the Trade 1996: 1-5
7Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGenevieve B. Orr, Klaus-Robert Müller: Improving Network Models and Algorithmic Tricks: Preface. Neural Networks: Tricks of the Trade 1996: 141-144
6Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGenevieve B. Orr, Klaus-Robert Müller: Representing and Incorporating Prior Knowledge in Neural Network Training: Preface. Neural Networks: Tricks of the Trade 1996: 235-238
5Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGenevieve B. Orr, Klaus-Robert Müller: Tricks for Time Series: Preface. Neural Networks: Tricks of the Trade 1996: 343-346
4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGenevieve B. Orr, Klaus-Robert Müller: Regularization Techniques to Improve Generalization: Preface. Neural Networks: Tricks of the Trade 1996: 51-54
3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGenevieve B. Orr, Klaus-Robert Müller: Speeding Learning: Preface. Neural Networks: Tricks of the Trade 1996: 7-8
2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYann LeCun, Léon Bottou, Genevieve B. Orr, Klaus-Robert Müller: Effiicient BackProp. Neural Networks: Tricks of the Trade 1996: 9-50
1995
1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShun-ichi Amari, Noboru Murata, Klaus-Robert Müller, M. Finke, Howard Hua Yang: Statistical Theory of Overtraining - Is Cross-Validation Asymptotically Effective? NIPS 1995: 176-182

Coauthor Index

1Kazuyuki Aihara [85] [88]
2Shotaro Akaho [61]
3Brendan Z. Allison [105]
4Shun-ichi Amari [1] [9] [43]
5David Baehrens [116] [127]
6Daniel Bartz [141]
7Samy Bengio [96]
8Felix Bießmann [123]
9Alexander Binder [140] [144] [149]
10Gilles Blanchard [74] [79] [87] [94] [104]
11Benjamin Blankertz [40] [50] [56] [73] [81] [83] [90] [93] [97] [98] [101] [102] [105] [106] [108] [112] [115] [119] [120] [121] [128] [130] [132] [133] [134] [135] [145] [150]
12Duncan A. J. Blythe [142] [147] [148] [151]
13Sebastian Bosse [150]
14Léon Bottou [2] [96]
15Mikio L. Braun [84] [96] [103] [113] [129] [137] [146]
16Ulf Brefeld [118] [126] [140]
17Clemens Brunner [105]
18Joachim M. Buhmann [48] [77] [84] [103]
19Paul von Bünau [122] [136] [142] [147] [148] [151]
20Christopher J. C. Burges (Chris Burges) [24]
21Kieron Burke [139]
22Gabriel Curio [40] [50] [56] [73] [81] [93] [97] [101] [106] [111] [145] [150]
23Márton Danóczy [112] [119] [121] [128] [131] [143]
24Thorsten Dickhaus [133] [134]
25Peter Domschitz [109] [117]
26Márton Dónaczy [106]
27Guido Dornhege [50] [56] [73] [78] [81] [88] [90] [101] [102]
28Siamac Fazli [106] [112] [119] [121] [128] [131] [143] [145]
29Eberhard E. Fetz [114]
30M. Finke [1]
31Vojtech Franc [110]
32Katrin Franke [91]
33Christian Gehl [80]
34Bernhard Graimann [105] [152]
35Arthur Gretton [123]
36Michael Grimm [71]
37Cristian Grozea [112] [119]
38Konrad Grzeska [108]
39Janne Mathias Hahne [152]
40Katja Hansen [116] [127] [139]
41Stefan Harmeling [39] [53] [54] [58] [67] [78] [116] [127]
42Kerr Hatrick [141]
43Stefan Haufe [107] [124] [132] [134]
44Nikolaus Heinrich [71]
45Christian W. Hesse [141]
46Friederike Hohlefeld [98]
47Geoffrey Holmes (Geoff Holmes) [96]
48Tadashi Isa [114]
49Shin Ishii [99]
50Arun K. Jagota [52]
51Motoaki Kawanabe [38] [39] [41] [43] [44] [49] [53] [54] [60] [61] [68] [69] [70] [74] [79] [87] [98] [99] [100] [104] [116] [120] [127] [138] [140] [144] [149]
52Franz J. Király [136] [147] [148] [154]
53Marius Kloft [118] [140] [144]
54Phil Knirsch [24]
55Jens Kohlmorgen [10] [11] [12] [13] [15] [16] [29] [30]
56Igor V. Kotenko (Igor Kotenko) [59]
57Nicole Krämer [124] [125]
58Matthias Krauledat [73] [81] [83] [90] [95] [101] [102] [106] [108] [115]
59Roman Krepki [93] [97]
60Tammo Krueger [126]
61Stefan Krüger [80]
62Pavel Laskov [59] [63] [72] [80] [89] [109] [110] [117] [118]
63Julian Laub [48] [62] [77] [82]
64Yann LeCun [2] [96]
65Todd K. Leen [35]
66Steven Lemm [29] [34] [81] [111] [132] [133] [141]
67Christian Lemmen [28]
68Thomas Lengauer [28] [31]
69Stefan Liehr [29]
70Nikos K. Logothetis [123]
71Florian Losch [73]
72Jakob Macke [82]
73Jan Mehnert [145]
74Frank C. Meinecke [41] [58] [64] [67] [75] [78] [122] [123] [136] [142] [147] [148] [151]
75Sebastian Mika [20] [24] [26] [27] [28] [31] [32] [33] [34] [37] [42] [47] [55] [71]
76José del R. Millán [105]
77Grégoire Montavon [129] [137] [146] [153]
78Christina Müller [140] [144]
79Jan Saputra Müller [136] [147]
80Noboru Murata [1] [9] [43]
81Roderick Murray-Smith [102] [115]
82Kenji Nagata [86]
83Shinichi Nakajima [140]
84Bertram Nickolay [91]
85Anton Nijholt [105]
86Vadim V. Nikulin [98] [107]
87Guido Nolte [63] [75] [88] [107] [124] [125] [134]
88Shigeyuki Oba [99]
89Cheng Soon Ong [96]
90Takashi Onoda [19] [21] [26] [32] [34] [36]
91Genevieve B. Orr [2] [3] [4] [5] [6] [7] [8] [22]
92Lucas C. Parra [25]
93Klaus Pawelzik (Klaus R. Pawelzik) [10] [11] [12] [15] [29] [30]
94Fernando Pereira (Fernando Manuel Bernardo Pereira) [96]
95Gert Pfurtscheller [105]
96Florin Popescu [105] [106] [112] [119] [121] [125] [128]
97Gregor Rainer [123]
98Carl Edward Rasmussen [96]
99Gunnar Rätsch [13] [19] [20] [21] [24] [26] [27] [28] [31] [32] [33] [34] [36] [37] [38] [42] [44] [47] [52] [55] [71] [92] [96]
100Alexander Rauch [123]
101Konrad Rieck [72] [89] [109] [117] [126]
102J. Rittweger [15] [30]
103Volker Roth [48] [77]
104Yves Rozenholc [94]
105Matthias Rupp [139]
106Max Sagebaum [108]
107Paul Sajda [25]
108Wojciech Samek [140] [144]
109Claudia Sannelli [113] [130] [134] [135]
110Christin Schäfer [59] [72] [94]
111Ralf Schäfer [91]
112Jürg Schelldorfer [131] [143]
113Bernhard Schölkopf [13] [14] [17] [18] [20] [23] [24] [26] [27] [28] [31] [32] [37] [47] [55] [92] [96]
114Simon Scholler [150]
115Matthias Scholz [20]
116Timon Schroeter [116] [127]
117Alexander J. Smola (Alex J. Smola) [13] [14] [17] [18] [20] [23] [24] [26] [27] [28] [32] [55] [96]
118John C. Snyder [139]
119Sara A. Solla [35]
120Ralf J. Sommer [92]
121Sören Sonnenburg [38] [44] [52] [71] [92] [96] [118]
122Clay Spence [25]
123Vladimir Spokoiny [74] [79] [87]
124Jagan Srinivasan [92]
125Jens Steinbrink [145]
126Masashi Sugiyama [45] [46] [51] [60] [69] [74] [76] [79] [87] [90] [95] [100] [104]
127Desney S. Tan [105]
128Michael Tangermann (Michael Schröder) [83] [106] [108]
129David M. J. Tax [57] [65] [78]
130Fabian J. Theis [138]
131Ryota Tomioka [85] [88] [98] [134]
132Matthias Sebastian Treder [132] [150]
133Koji Tsuda [37] [38] [42] [44] [46] [49] [61]
134Vladimir Vapnik [13]
135Carmen Vidaurre [108] [120] [130] [135]
136Ricardo Vigário [64]
137Arno Villringer [145]
138Pascal Vincent [96]
139Stefan Wahl [109] [117]
140Manfred K. Warmuth [34]
141Sumio Watanabe [86] [100]
142Jason Weston [27] [55] [96]
143Felix A. Wichmann [82]
144Thomas Wiegand [150]
145John Williamson [102] [115]
146Robert C. Williamson [96]
147Hanh Witte [92]
148Keisuke Yamazaki [86] [100]
149Howard Hua Yang [1]
150Arie Yeredor [66]
151Alexander Ziehe [39]
152Andreas Ziehe [9] [25] [41] [43] [53] [54] [63] [64] [66] [75] [107] [125] [154]
153Alexander Zien [28] [31] [118]

Colors in the list of coauthors

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