PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

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PASCAL Network

Full NameBernhard Schölkopf
TitleDirector
SiteMax Planck Institut für Biologische Kybernetik
StatusResearcher
Tel
Fax
WWWwww.tuebingen.mpg.de/~bs

Research Interests
Learning/Statistics & Optimisation
Theory & Algorithms
Machine Vision
Brain Computer Interfaces
Publications

Number of records: 193.

Optimizing Spatial Filters for BCI: Margin- and Evidence-Maximization Approaches Jason Farquhar, Jeremy Hill and Bernhard Schölkopf Conference or Workshop Item (08 November 2006)
A Blind Deconvolution Approach for Improving the Resolution of Cryo-EM Density Maps Michael Hirsch, Bernhard Schölkopf and Michael Habeck Article Item not available online. (March 2011)
A Blind Deconvolution Approach for Improving the Resolution of Cryo-EM Density Maps Michael Hirsch, Bernhard Schölkopf and Michael Habeck Article Item not available online. (2011)
A Blind Deconvolution Approach for Pseudo CT Prediction from MR Image Pairs M Hirsch, M Hofmann, F Mantlik, M Habeck, BJ Pichler and Bernhard Schölkopf Conference or Workshop Item Item not available online. (2013)
A Brain-Robot Interface for Studying Motor Learning after Stroke T Meyer, J Peters, D Brötz, TO Zander, Bernhard Schölkopf, SR Soekadar and M Grosse-Wentrup Conference or Workshop Item Item not available online. (2012)
A compression approach to support vector model selection Ulrike Von Luxburg, Olivier Bousquet and Bernhard Schölkopf Article (April 2004)
A Direct Method for Building Sparse Kernel Learning Algorithms Mingrui Wu, Bernhard Schölkopf and Gökhan Bakir Article Item not available online. (2006)
A gene expression map of Arabidopsis thaliana development M. Schmid, T.S. Davison, S.R. Henz, U.J. Pape, M. Demar, M. Vingron, Bernhard Schölkopf, D. Weigel and J.U. Lohmann Article Item not available online. (2005)
A Graphical Model Framework for Decoding in the Visual ERP-Based BCI Speller Suzanne Martens, Joris Mooij, Jeremy Hill, Jason Farquhar and Bernhard Schölkopf Article (January 2011)
A graphical model framework for decoding in the visual ERP-based BCI speller S.M.M. Martens, J.M. Mooij, N.J. Hill, J. Farquhar and Bernhard Schölkopf Article Item not available online. (2011)
A Hilbert Space Embedding for Distributions Alex Smola, Arthur Gretton, Le Song and Bernhard Schölkopf Conference or Workshop Item Item not available online. (October 2007)
A Hilbert Space Embedding for Distributions Alex Smola, Arthur Gretton, Le Song and Bernhard Schölkopf Book Section (2007)
A Kernel Approach to Comparing Distributions Arthur Gretton, Karsten M. Borgwardt, Malte Rasch, Bernhard Schölkopf and Alex Smola Conference or Workshop Item Item not available online. (24 July 2007)
A Kernel Approach to Comparing Distributions Arthur Gretton, Karsten M. Borgwardt, Malte Rasch, Bernhard Schölkopf and Alex Smola Conference or Workshop Item Item not available online. (24 July 2007)
A Kernel Method for the Two-Sample-Problem Arthur Gretton, K Borgwardt, M Rasch, Bernhard Schölkopf and Alex Smola Conference or Workshop Item Item not available online. (June 2006)
A Kernel Method for the Two-Sample-Problem Arthur Gretton, Karsten M. Borgwardt, Malte Rasch, Bernhard Schölkopf and Alex Smola Conference or Workshop Item Item not available online. (2007)
A Kernel Test of Statistical Dependence Arthur Gretton, kenji fukumizu, Choon Hui Teo, Le Song, Bernhard Schölkopf and Alex Smola Conference or Workshop Item Item not available online. (2007)
A Kernel Two-Sample Test A Gretton, K Borgwardt, M Rasch, Bernhard Schölkopf and A Smola Article Item not available online. (2012)
A New Algorithm for Improving the Resolution of Cryo-EM Density Maps Michael Hirsch, Bernhard Schölkopf and Michael Habeck Conference or Workshop Item Item not available online. (2010)
A Nonparametric Approach to Bottom-Up Visual Saliency Wolf Kienzle, Felix Wichmann, Bernhard Schölkopf and Matthias Franz Conference or Workshop Item (January 2007)
A Primer on Kernel Methods J.P. Vert, K. Tsuda and Bernhard Schölkopf Book Section (2004)
A Regularization Framework for Learning from Graph Data Dengyong Zhou and Bernhard Schölkopf Conference or Workshop Item (2004)
A tutorial on support vector regression Alex Smola and Bernhard Schölkopf Article (2004)
A Tutorial on Support Vector Regression Alex Smola and Bernhard Schoelkopf Article (April 2004)
Adaptive nonparametric detection in cryo-electron microscopy Mikhail Langovoy, Michael Habeck and Bernhard Schölkopf Conference or Workshop Item (2011)
Advances in Neural Information Processing Systems 16 S. Thrun, L.K. Saul and Bernhard Schölkopf Book Item not available online. (2004)
Advances in Neural Information Processing Systems 18. Proceedings of the 2005 Conference Book Item not available online. (2006)
An auditory paradigm for Brain--Computer Interfaces Jeremy Hill, Thomas Navin Lal, Karin Bierig, Niels Birbaumer and Bernhard Schölkopf Article (2005)
An Auditory Paradigm for Brain--Computer Interfaces N.J. Hill, Thomas Navin Lal, K. Bierig, N. Birbaumer and Bernhard Schölkopf Article (04 June 2004)
An online brain–computer interface based on shifting attention to concurrent streams of auditory stimuli NJ Hill and Bernhard Schölkopf Article Item not available online. (2012)
Analyzing Coupled Brain Sources: Distinguishing True from Spurious Interaction Guido Nolte, Andreas Ziehe, Frank Meinecke and Klaus-Robert Müller Book Section Item not available online. (2006)
Attentional Modulation of Auditory Event-Related Potentials in a Brain-Computer Interface N.J. Hill, Thomas Navin Lal, K. Bierig, N. Birbaumer and Bernhard Schölkopf Article (November 2004)
Behaviour and Convergence of the Constrained Covariance Arthur Gretton, Alex Smola, Olivier Bousquet, Ralf Herbrich, Bernhard Schoelkopf and Nikos Logothetis Monograph Item not available online. (October 2004)
Blind Correction of Optical Aberrations CJ Schuler, M Hirsch, S Harmeling and Bernhard Schölkopf Conference or Workshop Item Item not available online. (2012)
Blind Retrospective Motion Correction of MR Images A Loktyushin, H Nickisch, R Pohmann and Bernhard Schölkopf Article Item not available online. (2012)
Causal Influence of Gamma Oscillations on the Sensorimotor Rhythm Moritz Grosse-Wentrup, Bernhard Schölkopf and Jeremy Hill Article Item not available online. (06 May 2010)
Causality: Objectives and Assessment Isabelle Guyon, Dominik Janzing and Bernhard Schölkopf Article (2010)
Classification of Faces in Man and Machine Arnulf B.A. Graf, Felix A. Wichmann, Heinrich H. Bülthoff and Bernhard Schölkopf Article Item not available online. (2006)
Classifying EEG and ECoG signals without subject training for fast BCI implementation: Comparison of non-paralysed and completely paralysed subjects Jeremy Hill, Thomas Navin Lal, Michael Schroeder, Thilo Hinterberger, Barbara Wilhelm, Femke Nijboer, Ursula Mochty, Guido Widman, Christian Elger, Bernhard Schölkopf, Andrea Kübler and Niels Birbaumer Article (2006)
Classifying Event-Related Desynchronization in EEG, ECoG and MEG signals} Jeremy Hill, Thomas Navin Lal, Michael Schroeder, Thilo Hinterberger, Guido Widman, Christian Elger, Bernhard Schölkopf and Niels Birbaumer Book Section (2006)
Closing the sensorimotor loop: Haptic feedback facilitates decoding of arm movement imagery M Gomez-Rodriguez, Jan Peters, Jeremy Hill, Bernhard Schölkopf and A Gharabaghi Book (10 October 2010)
Closing the sensorimotor loop: haptic feedback helps decoding of motor imagery Manuel Gomez-Rodriguez, Jan Peters, Jeremy Hill, Bernhard Schölkopf, Alireza Gharabaghi and Moritz Grosse-Wentrup Article (16 August 2010)
Combining a Filter Method with SVMs Thomas N. Lal, Olivier Chapelle and Bernhard Schölkopf Book Section Item not available online. (2006)
Combining a Filter Method with SVMs Thomas Navin Lal, Olivier Chapelle and Bernhard Schölkopf Book Section Item not available online. (October 2004)
Common Sequence Polymorphisms Shaping Genetic Diversity in Arabidopsis thaliana R Clark, Gabriele Schweikert, C Toomajian, S Ossowski, G Zeller, P Shinn, N Warthmann, T Hu, G Fu, D Hinds, K Frazer, D Huson, Bernhard Schölkopf, M Nordborg, Gunnar Raetsch, J Ecker and D Weigel Article Item not available online. (20 July 2007)
Comparative evaluation of Independent Components Analysis algorithms for isolating target-relevant information in brain-signal classification Jeremy Hill, Michael Schroeder, Thomas Navin Lal and Bernhard Schölkopf Conference or Workshop Item (2005)
Correcting Sample Selection Bias by Unlabeled Data J. Huang, Alex Smola, Arthur Gretton, K Borgwardt and Bernhard Schölkopf Conference or Workshop Item Item not available online. (June 2006)
Density estimation of Structured Outputs in RKHS Y. Altun and Alex Smola Book Section Item availablity restricted. (2007)
Detecting the Direction of Causal Time Series Jonas Peters, Dominik Janzing, Arthur Gretton and Bernhard Schölkopf Article Item not available online. (2009)
Discrete Regularization Dengyong Zhou and Bernhard Schölkopf Book Section Item not available online. (2006)
Domain Generalization via Invariant Feature Representation K Muandet, D Balduzzi and Bernhard Schölkopf Conference or Workshop Item Item not available online. (2013)
Efficient algorithms for max-margin structured classification Craig Saunders, Sandor Szedmak, John Shawe-Taylor and Juho Rousu Book Section Item availablity restricted. (27 July 2007)
Efficient Approximations for Support Vector Machines in Object Detection Wolf Kienzle, Goekhan H. Bakir, Matthias Franz and Bernhard Schölkopf Conference or Workshop Item (30 August 2004)
Efficient Filter Flow for Space-Variant Multiframe Blind Deconvolution Michael Hirsch, Suvrit Sra, Bernhard Schölkopf and Stefan Harmeling Conference or Workshop Item Item not available online. (2010)
Entropy Regularization Yves Grandvalet and Yoshua Bengio Book Section Item not available online. (2005)
EPIBLASTER-Fast exhaustive two-locus epistasis detection strategy using graphical processing units Tony Kam-Thong, Darina Czamara, Koji Tsuda, Karsten Borgwardt, Cathryn M. Lewis, Angelika Erhardt-Lehmann, Bernhard Hemmer, Peter Rieckmann, Markus Daake, Frank Weber, Christiane Wolf, Andreas Ziegler, Benno Pütz, Florian Holsboer, Bernhard Schölkopf and Bertram Müller-Myhsok Article Item not available online. (April 2011)
Epidural ECoG Online Decoding of Arm Movement Intention in Hemiparesis M Gomez-Rodriguez, Moritz Grosse-Wentrup, Jan Peters, G Naros, Jeremy Hill, Bernhard Schölkopf and A Gharabaghi Book (22 August 2010)
Extension of the nu-SVM Range for Classification Fernando Perez-Cruz, Jason Weston, Daniel Herrmann and Bernhard Schölkopf Book Section Item not available online. (01 August 2003)
Face Detection - Efficient and Rank Deficient Wolf Kienzle, Goekhan H. Bakir, Matthias Franz and Bernhard Schölkopf Conference or Workshop Item (04 June 2004)
Fast kernels for string and tree matching S V N Vishwanathan and Alex Smola Book Section (2004)
Fast Protein Classification with Multiple Networks Koji Tsuda, HyunJung Helen Shin and Bernhard Schölkopf Article (2005)
Fast removal of non-uniform camera shake Michael Hirsch, Christian Schuler, Stefan Harmeling and Bernhard Schölkopf Conference or Workshop Item Item not available online. (2011)
Fast SVM Approximations for Object Detection Wolf Kienzle, Matthias Franz and Bernhard Schölkopf Conference or Workshop Item Item availablity restricted. (04 May 2004)
Fast SVM Approximations for Object Detection Wolf Kienzle, Matthias Franz and Bernhard Schölkopf Conference or Workshop Item Item not available online. (04 May 2004)
Feature selection and transduction for prediction of molecular bioactivity for drug design Jason Weston, Fernando Perez-Cruz, Andre Elisseeff, Olivier Bousquet, Olivier Chapelle and Bernhard Schölkopf Article Item availablity restricted. (June 2003)
GLIDE: GPU-Based Linear Regression for Detection of Epistasis T Kam-Thong, C-A Azencott, L Cayton, B Pütz, A Altmann, N Karbalai, PG Sämann, Bernhard Schölkopf, B Müller-Myhsok and KM Borgwardt Article Item not available online. (2012)
Graph Kernels by Spectral Transforms Xiaojin Zhu, Jaz Kandola, John Lafferty and Zoubin Ghahramani Book Section (2005)
GRAVITATIONAL LENSING ACCURACY TESTING 2010 (GREAT10) CHALLENGE HANDBOOK Thomas Kitching, Adam Amara, Mondeep Gill, Stefan Harmeling, Catherine Heymans, Richard Massey, Barnaby Rowe, Tim Schrabback, Lisa Voigt, Sreekumar Balan, Gary Bernstein, Matthias Bethge, Sarah Bridle, Frederic Courbin, Marc Gentile, Alan Heavens, Michael Hirsch, Reshad Hosseini, Alina Kiessling, Donnacha Kirk, Konrad Kuijken, Rachel Mandelbaum, Baback Moghaddam, Guldariya Rhodes, Bernhard Schölkopf, John Shawe-Taylor, Marina Shmakova, Andy Taylor, Malin Velander, Ludovic van Waerbeke, Dugan Witherick and David Wittman Article Item not available online. (2011)
Gravitational Lensing Accuracy Testing 2010 (GREAT10) Challenge Handbook Thomas Kitching, Adam Amara, Mandeep Gill, Stefan Harmeling, Catherine Heymans, Richard Massey, Barnaby Rowe, Tim Schrabback, Lisa Voigt, Sreekumar Balan, Gary Bernstein, Matthias Bethge, Sarah Bridle, Frederic Courbin, Marc Gentile, Alan Heavens, Michael Hirsch, Reshad Hosseini, Alina Kiessling, Donnacha Kirk, Konrad Kuijken, Rachel Mandelbaum, Baback Moghaddam, Guldariya Nurbaeva, Stephane Paulin-Henriksson, Anais Rassat, Jason Rhodes, Bernhard Schölkopf, John Shawe-Taylor, Marina Shmakova, Andy Taylor, Malin Velander, Ludovic van Waerbeke, Dugan WItherick and David Wittman Article (03 September 2010)
Handbook of Statistical Bioinformatics Book Item not available online. (2011)
High Gamma-Power Predicts Performance in Sensorimotor-Rhythm Brain-Computer Interfaces Moritz Grosse-Wentrup and Bernhard Schölkopf Article (19 June 2012)
High gamma-power predicts performance in sensorimotor-rhythm brain-computer interfaces M Grosse-Wentrup and Bernhard Schölkopf Article Item not available online. (2012)
Hilbert Space Embeddings and Metrics on Probability Measures Bharath Sriperumbudur, Arthur Gretton, Kenji Fukumizu, Bernhard Schölkopf and Gert Lanckriet Article Item not available online. (2010)
Identifiability of Causal Graphs using Functional Models Jonas Peters, Joris Mooij, Dominik Janzing and Bernhard Schölkopf Conference or Workshop Item (2011)
Identifying Cause and Effect on Discrete Data using Additive Noise Models Jonas Peters, Dominik Janzing and Bernhard Schölkopf Article Item not available online. (2010)
Identifying confounders using additive noise models Dominik Janzing, Jonas Peters, Joris Mooij and Bernhard Schölkopf Conference or Workshop Item (June 2009)
Implicit estimation of Wiener series Matthias Franz and Bernhard Schölkopf Conference or Workshop Item (2004)
Implicit Surface Modelling as an Eigenvalue Problem christian wadler, Olivier Chapelle and Bernhard Schölkopf Conference or Workshop Item (08 August 2005)
Implicit Surfaces with Globally Regularised and Compactly Supported Basis Functions Christian Walder, Bernhard Schölkopf and Olivier Chapelle Conference or Workshop Item (2007)
Implicit Wiener Series Analysis of Epileptic Seizure Recordings A. Barbero Jimenez, Matthias Franz, W. Van Drongelen, J.R. Dorronsoro, Bernhard Schölkopf and Moritz Grosse-Wentrup Conference or Workshop Item (September 2009)
Implicit Wiener series for capturing higher-order interactions in images. Sensory coding and the natural environment Matthias Franz and Bernhard Schölkopf Conference or Workshop Item Item not available online. (2004)
Implicit Wiener series for higher-order image analysis Matthias Franz and Bernhard Schölkopf Conference or Workshop Item (2004)
Improving the C. elegans genome annotation using machine learning Gunnar Raetsch, Sören Sonnenburg, J Srinivasan, H Witte, Klaus-Robert Müller, R Sommer and Bernhard Schölkopf Article Item not available online. (February 2007)
Inferring deterministic causal relations Povilas Daniušis, Dominik Janzing, Joris Mooij, Jakob Zscheischler, Bastian Steudel, Kun Zhang and Bernhard Schölkopf Conference or Workshop Item (2010)
Inferring Textual Entailment with a Probabistically Sound Calculus Stefan Harmeling, Michael Hirsch, Suvrit Sra and Bernhard Schölkopf Article (2009)
Influence Maximization in Continuous Time Diffusion Networks M Gomez Rodriguez and Bernhard Schölkopf Conference or Workshop Item Item not available online. (2012)
Information-geometric approach to inferring causal directions D Janzing, J Mooij, K Zhang, J Lemeire, J Zscheischler, P Daniušis, B Steudel and Bernhard Schölkopf Article Item not available online. (2012)
Integrating structured biological data by Kernel Maximum Mean Discrepancy K Borgwardt, Arthur Gretton, M Rasch, H.-P. Kriegel, Bernhard Schölkopf and Alex Smola Article (15 July 2006)
Integrating structured biological data by Kernel Maximum Mean Discrepancy Karsten M. Borgwardt, Arthur Gretton, Malte Rasch, Hans-Peter Kriegel, Bernhard Schölkopf and Alex Smola Conference or Workshop Item Item not available online. (July 2006)
Integrating structured biological data by Kernel Maximum Mean Discrepancy Karsten M. Borgwardt, Arthur Gretton, Malte Rasch, Hans-Peter Kriegel, Bernhard Schölkopf and Alex Smola Article Item not available online. (2006)
Investigating the Neural Basis of Brain-Computer Interface (BCI)-based Stroke Rehabilitation T Meyer, J Peters, TO Zander, D Brötz, SR Soekadar, Bernhard Schölkopf and M Grosse-Wentrup Conference or Workshop Item Item not available online. (2012)
Iterative Kernel Principal Component Analysis for Image Modeling K. I. Kim, Matthias Franz and Bernhard Schölkopf Article (2005)
Joint Kernel Maps J. Weston, Bernhard Schölkopf and O. Bousquet Conference or Workshop Item Item not available online. (2005)
Kernel Based Depdendence Detection in the Macaque Visual Cortex Arthur Gretton, Alex Smola, Olivier Bousquet, Ralf Herbrich, Andrei Belitski, Mark Augath, Yusuke Murayama, Bernhard Schölkopf and Nikos Logothetis Conference or Workshop Item Item not available online. (January 2005)
Kernel constrained covariance for dependence measurement Arthur Gretton, Alex Smola, Olivier Bousquet, Ralf Herbrich, Andreas Belitski, M Augath, Y Murayama, J Pauls, Bernhard Schölkopf and Nikos Logothetis Conference or Workshop Item (2005)
Kernel Constrained Covariance for Dependence Measurement Arthur Gretton, Alex Smola, Olivier Bousquet, Ralf Herbrich, Andrei Belitski, Mark Augath, Yusuke Murayama, John Pauls, Bernhard Schölkopf and Nikos Logothetis Conference or Workshop Item (January 2005)
Kernel Constrained Covariance for Dependence Measurement Arthur Gretton, Alex Smola, Olivier Bousquet, Ralf Herbrich, Andrei Belitski, Mark Augath, Yusuke Murayama, Jon Pauls, Bernhard Schölkopf and Nikos Logothetis Conference or Workshop Item Item not available online. (05 January 2005)
Kernel Hebbian Algorithm for single-frame super-resolution K. I. Kim, Matthias Franz and Bernhard Schölkopf Conference or Workshop Item (2004)
Kernel Measures of Conditional Dependence Kenji Fukumizu, Arthur Gretton, xiaohai sun and Bernhard Schölkopf Conference or Workshop Item Item not available online. (2007)
Kernel Methods for Dependence Testing in LFP-MUA Arthur Gretton, Andrei Belitski, Yusuke Murayama, Bernhard Schölkopf and Nikos Logothetis Conference or Workshop Item Item not available online. (May 2005)
Kernel Methods for Implicit Surface Modeling Bernhard Schölkopf, J. Giesen and S. Spalinger Conference or Workshop Item (2005)
Kernel Methods for Measuring Independence Arthur Gretton, Ralf Herbrich, Alex Smola, Olivier Bousquet and Bernhard Schölkopf Article Item not available online. (August 2005)
Kernel methods for testing independence Arthur Gretton, Ralf Herbrich, Alex Smola, Olivier Bousquet and Bernhard Schölkopf Article (2005)
Kernel Methods in Computational Biology Bernhard Schölkopf, K. Tsuda and J.P. Vert Book Item not available online. (2004)
Kernel Methods in Machine Learning Alex Smola, T Hofmann and Bernhard Schölkopf Article (2007)
Kernel methods in medical imaging G Charpiat, M Hofmann and Bernhard Schölkopf Book Section Item not available online. (2012)
Kernel view of the dimensionality reduction of manifolds J Ham, D Lee, Sebastian Mika and Bernhard Schölkopf Conference or Workshop Item Item not available online. (2004)
Large scale genomic sequence SVM classifiers Sören Sonnenburg, Gunnar Raetsch and Bernhard Schölkopf Conference or Workshop Item (2005)
Large Scale Multiple Kernel Learning Sören Sonnenburg, Gunnar Raetsch, Christin Schaefer and Bernhard Schölkopf Article (July 2006)
Large scale multiple kernel learning Sören Sonnenburg, Gunnar Raetsch, Christin Schaefer and Bernhard Schölkopf Article Item not available online. (2006)
Learning an Interest Operator from Human Eye Movements Wolf Kienzle, Felix A. Wichmann, Bernhard Schölkopf and Matthias Franz Conference or Workshop Item Item not available online. (June 2006)
Learning anticipation policies for robot table tennis Zhikun Wang, Christoph H. Lampert, Katharina Mülling, Bernhard Schölkopf and Jan Peters Conference or Workshop Item (2011)
Learning from distributions via support measure machines K Muandet, K Fukumizu, F Dinuzzo and Bernhard Schölkopf Conference or Workshop Item Item not available online. (2012)
Learning from Labeled and Unlabeled Data Using Random Walks Dengyong Zhou and Bernhard Schölkopf Conference or Workshop Item (2004)
Learning inverse kinematics with structured prediction Botond Bocsi, Duy Nguyen-Tuong, Lehel Csato, Bernhard Schölkopf and Jan Peters Conference or Workshop Item (2011)
Learning to Find Pre-Images Goekhan BakIr, Jason Weston and Bernhard Schölkopf Conference or Workshop Item (January 2004)
Learning with Local and Global Consistency Dengyong Zhou, Olivier Bousquet, Thomas Navin Lal, Jason Weston and Bernhard Schölkopf Conference or Workshop Item (2004)
Logarithmic Online Regret Bounds for Undiscounted Reinforcement Learning Peter Auer and Ronald Ortner Book Section Item not available online. (June 2006)
Long Term Prediction of Product Quality in a Glass Manufacturing Process Using a Kernel Based Approach T. Jung, L. Herrera and Bernhard Schölkopf Conference or Workshop Item Item not available online. (2005)
Machine-learning approaches to BCI in Tübingen Michael Bensch, Martin Bogdan, Jeremy Hill, Thomas Navin Lal, Wolfgang Rosenstiel, Bernhard Schölkopf and Michael Schroeder Conference or Workshop Item Item not available online. (15 June 2005)
Maximal margin classification for metric spaces Matthias Hein, Olivier Bousquet and Bernhard Schölkopf Article Item availablity restricted. (09 February 2004)
Measuring Statistical Dependence with Hilbert-Schmidt Norms Arthur Gretton, Olivier Bousquet, Alex Smola and Bernhard Schölkopf Article (October 2005)
Measuring Statistical Dependence with Hilbert-Schmidt Norms Arthur Gretton, Olivier Bousquet, Alex Smola and Bernhard Schölkopf Monograph (May 2005)
Measuring statistical dependence with hilbert-schmidt norms Arthur Gretton, Olivier Bousquet, Alex Smola and Bernhard Schölkopf Conference or Workshop Item (2005)
Methods Towards Invasive Human Brain Computer Interfaces Thomas Navin Lal, Thilo Hinterberger, Guido Widman, Michael Schroeder, Jeremy Hill, Wolfgang Rosenstiel, Christian Elger, Bernhard Schölkopf and Niels Birbaumer Article (2005)
Movement Templates for Learning of Hitting and Batting Jens Kober, Katharina Muelling, Oliver Kroemer, Christoph Lampert, Bernhard Schölkopf and Jan Peters Conference or Workshop Item Item availablity restricted. (May 2010)
MR-based PET Attenuation Correction for PET/MR Imaging I Bezrukov, F Mantlik, H Schmidt, Bernhard Schölkopf and BJ Pichler Article Item not available online. (2012)
MRI-Based Attenuation Correction for Whole-Body PET/MRI: Quantitative Evaluation of Segmentation- and Atlas-Based Methods Matthias Hofmann, Ilja Bezrukov, Frederic Mantlik, Philip Aschoff, Florian Steinke, Thomas Beyer, Bernd J. Pichler and Bernhard Schölkopf Article Item not available online. (2011)
Multi-way set enumeration in real-valued tensors Elisabeth Georgii, Koji Tsuda and Bernhard Schölkopf Conference or Workshop Item Item availablity restricted. (June 2009)
Multi-way set enumeration in weight tensors Elisabeth Georgii, Koji Tsuda and Bernhard Schölkopf Article Item not available online. (2011)
Multi-way set enumeration in weight tensors Elisabeth Georgii, Koji Tsuda and Bernhard Schölkopf Article Item not available online. (2011)
Multiframe Blind Deconvolution, Super-Resolution, and Saturation Correction via Incremental EM Stefan Harmeling, Suvrit Sra, Michael Hirsch and Bernhard Schölkopf Conference or Workshop Item Item not available online. (2010)
Multivariate Regression via Stiefel Constraints Goekhan BakIr, Arthur Gretton, Matthias Franz and Bernhard Schölkopf Conference or Workshop Item Item not available online. (30 August 2004)
Multivariate regression with stiefel constraints Goekhan BakIr, Arthur Gretton, Matthias Franz and Bernhard Schoelkopf Monograph Item not available online. (July 2004)
Natural Actor-Critic for Road Traffic Optimisation Silvia Richter, Douglas Aberdeen and Jin Yu Book Section (2007)
Non-parametric estimation of integral probability metrics Bharath Sriperumbudur, Kenji Fukumizu, Arthur Gretton, Bernhard Schölkopf and Gert Lanckriet Conference or Workshop Item Item not available online. (2010)
Non-parametric regression between general Riemannian manifolds Florian Steinke, Bernhard Schölkopf and Matthias Hein Article Item not available online. (2010)
Non-stationary correction of optical aberrations Christian Schuler, Michael Hirsch, Stefan Harmeling and Bernhard Schölkopf Conference or Workshop Item Item not available online. (2011)
Nonlinear causal discovery with additive noise models Patrik Hoyer, Dominik Janzing, Joris Mooij, Jonas Peters and Bernhard Schölkopf Article (2009)
On Causal and Anticausal Learning Bernhard Schölkopf, D Janzing, J Peters, E Sgouritsa, K Zhang and J Mooij Conference or Workshop Item Item not available online. (2012)
On Causal Discovery with Cyclic Additive Noise Models Joris Mooij, Dominik Janzing, Tom Heskes and Bernhard Schölkopf Conference or Workshop Item (2011)
On the Empirical Estimation of Integral Probability Metrics B Sriperumbudur, K Fukumizu, A Gretton, Bernhard Schölkopf and G Lanckriet Article Item not available online. (2012)
Online Blind Deconvolution for Astronomy Stefan Harmeling, Suvrit Sra, M. Hirsch and Bernhard Schölkopf Conference or Workshop Item Item not available online. (April 2009)
Online Blind Image Deconvolution for Astronomy Stefan Harmeling, Michael Hirsch, Suvrit Sra and Bernhard Schölkopf Conference or Workshop Item (2009)
Online Multi-frame Blind Deconvolution with Super-resolution and Saturation Correction Michael Hirsch, Stefan Harmeling, Suvrit Sra and Bernhard Schölkopf Article Item not available online. (22 December 2009)
Online Multi-frame Blind Deconvolution with Super-resolution and Saturation Correction Michael Hirsch, Stefan Harmeling, Suvrit Sra and Bernhard Schölkopf Article Item not available online. (2011)
Optimizing Spatial Filters for BCI: Margin- and Evidence-Maximization Approaches Jason Farquhar, Jeremy Hill and Bernhard Schölkopf Conference or Workshop Item (2006)
Pattern Recognition Book Item not available online. (2004)
Predicting Structured Data Book Item not available online. (2007)
Probabilistic latent variable models for distinguishing between cause and effect Joris Mooij, Oliver Stegle, Dominik Janzing, Kun Zhang and Bernhard Schölkopf Conference or Workshop Item (2010)
Probabilistic Modeling of Human Movements for Intention Inference Z Wang, M Deisenroth, H Ben Amor, D Vogt, Bernhard Schölkopf and J Peters Conference or Workshop Item Item not available online. (2013)
Probabilistic movement modeling for intention inference in human-robot interaction Z Wang, K Mülling, M Deisenroth, H Ben Amor, D Vogt, Bernhard Schölkopf and J Peters Article Item not available online. (2013)
Protein functional class prediction with a combined graph Hyunjung Shin, Koji Tsuda and Bernhard Schölkopf Article Item not available online. (2009)
Ranking on Data Manifolds Dengyong Zhou, Jason Weston, Arthur Gretton, Olivier Bousquet and Bernhard Schölkopf Conference or Workshop Item (2004)
RASE: recognition of alternatively spliced exons in c. elegans Gunnar Raetsch, Sören Sonnenburg and Bernhard Schölkopf Conference or Workshop Item Item not available online. (2005)
RASE: recognition of alternatively spliced exons in C.elegans Gunnar Rätsch, Sören Sonnenburg and Bernhard Schölkopf Article Item not available online. (June 2005)
Recording and Playback of Camera Shake: Benchmarking Blind Deconvolution with a Real-World Database R Köhler, M Hirsch, B Mohler, Bernhard Schölkopf and S Harmeling Conference or Workshop Item Item not available online. (2012)
Regression by dependence minimization and its application to causal inference Joris Mooij, Dominik Janzing, Jonas Peters and Bernhard Schölkopf Conference or Workshop Item (June 2009)
Regularised CSP for Sensor Selection in BCI Jason Farquhar, Jeremy Hill, Thomas Navin Lal and Bernhard Schölkopf Conference or Workshop Item (2006)
Regularised CSP for Sensor Selection in BCI Jason Farquhar, Jeremy Hill, Thomas Navin Lal and Bernhard Schölkopf Conference or Workshop Item (September 2006)
Remote Sensing Feature Selection by Kernel Dependence Measures Gustavo Camps-Valls, Joris Mooij and Bernhard Schölkopf Article Item not available online. (July 2010)
Removing noise from astronomical images using a pixel-specific noise model Christopher Burger, Bernhard Schölkopf and Stefan Harmeling Conference or Workshop Item Item not available online. (2011)
Removing noise from astronomical images using a pixel-specific noise model H.C. Burger, Bernhard Schölkopf and Stefan Harmeling Conference or Workshop Item Item not available online. (2011)
Results of the GREAT08 Challenge: An image analysis competition for cosmological lensing Sarah Bridle, Sreekumar T. Balan, Matthias Bethge, Marc Gentile, Stefan Harmeling, Catherine Heymans, Michael Hirsch, Reshad Hosseini, Mike Jarvis, Donnacha Kirk, Thomas Kitching, Konrad Kuijken, Antony Lewis, Stephane Paulin-Henriksson, Bernhard Schölkopf, Malin Velander, Lisa Voigt, Dugan Witherick, Adam Amara, Gary Bernstein, Ferderic Courbin, Mandeep Gill, Alan Heavens, Rachel Mandelbaum, Richard Massey, Baback Moghaddam, Anais Rassat, Alexandre Refregier, Jason Rhodes, Tim Schrabback, John Shawe-Taylor, Marina Shmakova, Ludovic van Waerbeke and David Wittman Article Item not available online. (2010)
Robust EEG Channel Selection Across Subjects for Brain Computer Interfaces M. Schroeder, Thomas Navin Lal, T. Hinterberger, M. Bogdan, N.J. Hill, N. Birbaumer, W. Rosenstiel and Bernhard Schölkopf Article Item not available online. (10 February 2004)
Semi-Supervised Domain Adaptation with Copulas D Lopez-Paz, JM Hernandez-Lobato and Bernhard Schölkopf Conference or Workshop Item Item not available online. (2012)
Semi-Supervised Domain Adaptation with Non-Parametric Copulas David Lopez-Paz, Jose Miguel Hernandez-Lobato and Bernhard Schölkopf Article (2012)
Semi-supervised kernel regression using whitened function classes Matthias Franz, Y. Kwon, Carl Edward Rasmussen and Bernhard Schölkopf Conference or Workshop Item (2004)
Semi-Supervised Learning Book Item not available online. (2006)
Semi-Supervised Learning Book Item not available online. (September 2006)
Semi-supervised Learning on Directed Graphs Dengyong Zhou, Bernhard Schölkopf and Thomas Hofmann Conference or Workshop Item (2005)
Space-Variant Single-Image Blind Deconvolution for Removing Camera Shake Stefan Harmeling, Michael Hirsch and Bernhard Schölkopf Conference or Workshop Item Item not available online. (2010)
Spatial statistics, image analysis and percolation theory Mikhail Langovoy, Michael Habeck and Bernhard Schölkopf Conference or Workshop Item (2011)
Structure and Dynamics of Information Pathways in On-line Media M Gomez Rodriguez, J Leskovec and Bernhard Schölkopf Conference or Workshop Item Item not available online. (2013)
Submodular Inference of Diffusion Networks from Multiple Trees M Gomez Rodriguez and Bernhard Schölkopf Article Item not available online. (2012)
Support Vector Channel Selection in BCI Thomas Navin Lal, M. Schroeder, T. Hinterberger, J. Weston, M. Bogdan, N. Birbaumer and Bernhard Schölkopf Article (June 2004)
Support Vector Machines and Kernel Algorithms. Bernhard Schölkopf and Alex Smola Book Section Item not available online. (2005)
Switched Latent Force Models for Movement Segmentation Mauricio A. Alvarez, Jan Peters, Bernhard Schölkopf and Neil D. Lawrence Conference or Workshop Item (2011)
Switched Latent Force Models for Movement Segmentation Mauricio Alvarez, Jan Peters, Bernhard Schölkopf and Neil Lawrence Conference or Workshop Item Item availablity restricted. (2011)
Tailoring Density Estimation via Reproducing Kernel Moment Matching Le Song, Xinhua Zhang, Alex Smola, Arthur Gretton and Bernhard Schölkopf Conference or Workshop Item (June 2008)
Telling cause from effect based on high-dimensional observations Dominik Janzing, Patrik Hoyer and Bernhard Schölkopf Conference or Workshop Item Item not available online. (2010)
The effect of artifacts on dependence measurement in fMRI. Arthur Gretton, A Belitski, Y Murayama, Bernhard Schölkopf and N Logothetis Article (May 2006)
The effect of patient positioning aids on PET quantification in PET/MR imaging Frederic Mantlik, Matthias Hofmann, Matthias K. Werner, Alexander Sauter, Jürgen Kupferschläger, Bernhard Schölkopf, Bernd J. Pichler and Thomas Beyer Article Item not available online. (2011)
The Need for Open Source Software in Machine Learning Sören Sonnenburg, Mikio Braun, Cheng Soon Ong, Samy Bengio, Leon Bottou, Geoff Holmes, Yann Lecun, Klaus-Robert Müller, Gunnar Raetsch, Bernhard Schölkopf, Jason Weston and Bob Williamson Article (June 2007)
The Need for Open Source Software in Machine Learning Sören Sonnenburg, Mikio Braun, Cheng Soon Ong, Samy Bengio, Leon Bottou, Geoffrey Holmes, Yann LeCun, Klaus-Robert Müller, Fernando Pereira, Carl Edward Rasmussen, Gunnar Raetsch, Bernhard Schölkopf, Alex Smola, Pascal Vincent, Jason Weston and Robert Williamson Article (September 2007)
The representer theorem for Hilbert spaces: a necessary and sufficient condition F Dinuzzo and Bernhard Schölkopf Conference or Workshop Item Item not available online. (2012)
Time-Dependent Demixing of Task-Relevant EEG Signals Jeremy Hill, Jason Farquhar, Thomas Navin Lal and Bernhard Schölkopf Conference or Workshop Item (2006)
Time-Dependent Demixing of Task-Relevant EEG Signals Jeremy Hill, Jason Farquhar, Thomas Navin Lal and Bernhard Schölkopf Conference or Workshop Item (September 2006)
Training Support Vector Machines with Multiple Equality Constraints Wolf Kienzle and Bernhard Schölkopf Conference or Workshop Item Item not available online. (October 2005)
Transition from the locked in to the completely locked-in state: A physiological analysis A. Ramos Murguialday, J. Hill, M. Bensch, S. Martens, S. Halder, F. Nijboer, Bernhard Schölkopf, N. Birbaumer and A. Gharabaghi Article Item not available online. (2011)
Two-locus association mapping in subquadratic runtime Panagiotis Achlioptas, Bernhard Schölkopf and Karsten Borgwardt Article Item not available online. (01 March 2011)
Two-locus association mapping in subquadratic time Panagiotis Achlioptas, Bernhard Schölkopf and Karsten Borgwardt Conference or Workshop Item Item not available online. (2011)
Uncovering the Temporal Dynamics of Diffusion Networks Manuel Gomez Rodriguez, David Balduzzi and Bernhard Schölkopf Conference or Workshop Item (2011)

This list was generated on Fri Dec 19 09:33:43 GMT 2014.