Director of the Department

Prof. Dr. Bernhard Schölkopf
Prof. Dr. Bernhard Schölkopf
bernhard.schoelkopf[at]tuebingen.mpg.de


Secretary: Sabrina Rehbaum
Phone: +49 7071 601-551
Fax: +49 7071 601-552
sabrina.rehbaum[at]tuebingen.mpg.de
 

More about the Department

Scientific Awards

Since the foundation of our department in 2002, we have received the following awards.

 

Publication List Department Schölkopf

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2011

Conference papers (62):

Burger HC, Schölkopf B and Harmeling S (April-2011) Removing noise from astronomical images using a pixel-specific noise model, IEEE International Conference on Computational Photography (ICCP 2011), IEEE, Piscataway, NJ, USA, 1-8.
Piater J, Jodogne S, Detry R, Kraft D, Krüger N, Kroemer O and Peters J (January-2011) Learning Visual Representations for Interactive Systems In: Robotics Research, , 14th International Symposium on Robotics Research (ISRR 2009), Springer, Berlin, Germany, 399-416, Series: Springer Tracts in Advanced Robotics ; 70.
Peters J, Mülling K, Kober J, Nguyen-Tuong D and Kroemer O (January-2011) Towards Motor Skill Learning for Robotics In: Robotics Research, , 14th International Symposium on Robotics Research (ISRR 2009), Springer, Berlin, Germany, 469-482, Series: Springer Tracts in Advanced Robotics ; 70.

Contributions to books (4):

Schmidt M, Kim D and Sra S: Projected Newton-type methods in machine learning, 305-330. In: Optimization for Machine Learning, (Ed) S. Sra, MIT Press, Cambridge, MA, USA, (December-2011).
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von Luxburg U and Schölkopf B: Statistical Learning Theory: Models, Concepts, and Results, 651-706. In: Handbook of the History of Logic Vol. 10: Inductive Logic, (Ed) D. M. Gabbay, Elsevier North Holland, Amsterdam, Netherlands, (May-2011).
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Peters J, Tedrake R, Roy N and Morimoto J: Robot Learning, 865-869. In: Encyclopedia of Machine Learning, (Ed) C. Sammut, Springer, New York, NY, USA, (January-2011).
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Borgwardt KM: Kernel Methods in Bioinformatics, 317-334. In: Handbook of Statistical Bioinformatics, (Ed) H.H.-S. Lu, Springer, Berlin, Germany, (2011).

Technical reports (3):

Schuler CJ, Hirsch M, Harmeling S and Schölkopf B: Non-stationary Correction of Optical Aberrations, 1, Max Planck Institute for Intelligent Systems, Tübingen, Germany, (May-2011).
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Seldin Y, Laviolette F, Shaw-Taylor J, Peters J and Auer P: PAC-Bayesian Analysis of Martingales and Multiarmed Bandits, Max Planck Institute for Biological Cybernetics, Tübingen, Germany, (May-2011).
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Nickisch H and Seeger M: Multiple Kernel Learning: A Unifying Probabilistic Viewpoint, Max Planck Institute for Biological Cybernetics, Tübingen, Germany, (March-2011).

Posters (11):

Panagiotaropoulos T, Besserve M, Crocker B, Kapoor V, Tolias AS, Panzeri S and Logothetis NK (November-2011): Spatiotemporal mapping of rhythmic activity in the inferior convexity of the macaque prefrontal cortex, 41st Annual Meeting of the Society for Neuroscience (Neuroscience 2011), Washington, DC, USA.
Bezrukov I, Schmidt H, Mantlik F, Schwenzer N, Hofmann M, Schölkopf B and Pichler BJ (October-2011): Atlas- and Pattern Recognition Based Attenuation Correction on Simultaneous Whole-Body PET/MR, IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS-MIC 2011), Valencia, Spain.
Mantlik F, Hofmann M, Bezrukov I, Schmidt H, Kolb A, Beyer T, Reimold M, Schölkopf B and Pichler BJ (October-2011): Evaluation and Optimization of MR-Based Attenuation Correction Methods in Combined Brain PET/MR, IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS-MIC 2011), Valencia, Spain.
Arnstein D, Theis L, Chagas AM, Bethge M and Schwarz C (October-2011): LNP Analysis of Primary Whisker Afferents, 12th Conference of Junior Neuroscientists of Tübingen (NeNA 2011), Heiligkreuztal, Germany.
Blecher W, Pohmann R, Schölkopf B and Seeger M (October-2011): Model based reconstruction for GRE EPI, 28th Annual Scientific Meeting ESMRMB 2011, Leipzig, Germany, Magnetic Resonance Materials in Physics, Biology and Medicine, 24(Supplement 1) 493-494.
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Loktyushin A, Nickisch H and Pohmann R (October-2011): Retrospective blind motion correction of MR images, 28th Annual Scientific Meeting ESMRMB 2011, Leipzig, Germany, Magnetic Resonance Materials in Physics, Biology and Medicine, 24(Supplement 1) 498.
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Drewe P, Stegle O, Bohnert R and Borgwardt K (July-2011): Statistical Tests for Detecting Differential RNA-Transcript Expression from Read Counts, 19th Annual International Conference on Intelligent Systems for Molecular Biology and 10th European Conference on Computational Biology (ISMB/ECCB 2011), Wien, Austria.
Gerhard HE, Wiecki T, Wichmann F and Bethge M (March-2011): Perceptual Sensitivity to Statistical Regularities in Natural Images, 9th Göttingen Meeting of the German Neuroscience Society, 33rd Göttingen Neurobiology Conference, Göttingen, Germany.
Goris R, Putzeys T, Wagemans J and Wichmann FA (February-2011): A neural population model for pattern detection, Computational and Systems Neuroscience Meeting (COSYNE 2011), Salt Lake City, UT, USA.
Dold HMH and Wichmann FA (February-2011): How to identify a model for spatial vision?, Computational and Systems Neuroscience Meeting (COSYNE 2011), Salt Lake City, UT, USA.
Berens P, Ecker AS, Gerwinn S, Tolias AS and Bethge M (February-2011): Optimal Population Coding, Revisited, Computational and Systems Neuroscience Meeting (COSYNE 2011), Salt Lake City, UT, USA.

Theses (1):

Lang A: Crowdsourcing for optimisation of deconvolution methods via an iPhone application, Hochschule Reutlingen, (April-2011). Master thesis

Talks (12):

Grosse-Wentrup M (November-2-2011) Invited Lecture: What are the Neurophysiological Causes of Performance Variations in Brain-Computer Interfacing?, University of Tokyo: Sugiyama-Sato Lab, Tokyo, Japan.
Schmidt H, Schwenzer N, Bezrukov I, Kolb A, Mantlik F, Kupferschläger J, Lois C, Sauter A, Brendle C, Pfannenberg C and Pichler BJ (October-25-2011) Abstract Talk: First Results on Patients and Phantoms of a Fully Integrated Clinical Whole-Body PET/MRI, IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS-MIC 2011), Valencia, Spain(J2-8).
Borgwardt K (October-18-2011) Invited Lecture: Two-locus association mapping in subquadratic time, Seminar Series: European Molecular Biology Laboratory, Heidelberg, Germany.
Jegelka S (October-7-2011): Cooperative Cuts: a new use of submodularity in image segmentation, Second I.S.T. Austria Symposium on Computer Vision and Machine Learning, Klosterneuburg, Austria.
Saab J, Battes B and Grosse-Wentrup M (October-2011) Abstract Talk: Simultaneous EEG Recordings with Dry and Wet Electrodes in Motor-Imagery, 12th Conference of Junior Neuroscientists of Tübingen (NeNA 2011), Heiligkreuztal, Germany 15.
Putzeys T, Wichmann F, Wagemans J and Goris R (September-2011): A new perceptual bias reveals suboptimal Bayesian decoding of sensory responses, 34th European Conference on Visual Perception, Toulouse, France, Perception, 40(ECVP Abstract Supplement) 50.
Gerhard H, Wichmann F and Bethge M (September-2011) Abstract Talk: Sensitivity to local higher-order correlations in natural images, 34th European Conference on Visual Perception, Toulouse, France, Perception, 40(ECVP Abstract Supplement) 18.
Blecher W (August-5-2011) Invited Lecture: Acoustic noise reduced acquisition and nonlinear image reconstruction, Basque Center on Cognition, Brain and Language, Donostia, Spain.
Kroemer O (August-5-2011) Invited Lecture: Learning Dynamic Tactile Sensing with Robust Vision-based Training, University of Tokyo: Sugiyama-Sato Lab, Tokyo, Japan.
Langovoy M, Habeck M and Schölkopf B (August-2011) Abstract Talk: Statistical Image Analysis and Percolation Theory, 2011 Joint Statistical Meetings (JSM), Miami Beach, FL, USA.
Grosse-Wentrup M (July-28-2011) Invited Lecture: Gamma-Power in a Fronto-Parietal Network Predicts Motor-Imagery Performance, Twentieth Annual Computational Neuroscience Meeting (CNS*2011): Workshop on Relevance of Coherent Neural Activity for Brain Functionality, Stockholm, Sweden 9.
Jegelka S (March-14-2011) Invited Lecture: Cooperative Cuts, COSA Workshop: Combinatorial Optimization, Statistics, and Applications, München, Germany.

2010

Books (1):

Sigaud O and Peters J: From Motor Learning to Interaction Learning in Robots, 538, Springer, Berlin, Germany, (January-2010). ISBN: 978-3-642-05180-7, Series: Studies in Computational Intelligence ; 264

Articles (47):

Peters J, Kober J and Schaal S (December-2010) Algorithmen zum Automatischen Erlernen von Motorfähigkeiten at - Automatisierungstechnik 58(12) 688-694.
Besserve M, Schölkopf B, Logothetis NK and Panzeri S (December-2010) Causal relationships between frequency bands of extracellular signals in visual cortex revealed by an information theoretic analysis Journal of Computational Neuroscience 29(3) 547-566.
Shin H, Hill NJ, Lisewski AM and Park J-S (December-2010) Graph sharpening Expert Systems with Applications 37(12) 7870–7879.
Seldin Y and Tishby N (December-2010) PAC-Bayesian Analysis of Co-clustering and Beyond Journal of Machine Learning Research 11 3595-3646.
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Kim D, Sra S and Dhillon IS (December-2010) Tackling Box-Constrained Optimization via a New Projected Quasi-Newton Approach SIAM Journal on Scientific Computing 32(6) 3548-3563.
Armache J-P, Jarasch A, Anger AM, Villa E, Becker T, Bhushan S, Jossinet F, Habeck M, Dindar G, Franckenberg S, Marquez V, Mielke T, Thomm M, Berninghausen O, Beatrix B, Söding J, Westhof E, Wilson DN and Beckmann R (November-2010) Cryo-EM structure and rRNA model of a translating eukaryotic 80S ribosome at 5.5-Å resolution Proceedings of the National Academy of Sciences of the United States of America 107(46) 19748-19753.
Rasmussen CE and Nickisch H (November-2010) Gaussian Processes for Machine Learning (GPML) Toolbox Journal of Machine Learning Research 11 3011-3015.
Armache J-P, Jarasch A, Anger AM, Villa E, Becker T, Bhushan S, Jossinet F, Habeck M, Dindar G, Franckenberg S, Marquez V, Mielke T, Thomm M, Berninghausen O, Beatrix B, Söding J, Westhof E, Wilson DN and Beckmann R (November-2010) Localization of eukaryote-specific ribosomal proteins in a 5.5-Å cryo-EM map of the 80S eukaryotic ribosome Proceedings of the National Academy of Sciences of the United States of America 107(46) 19754-19759.
Peters J (November-2010) Policy gradient methods Scholarpedia 5(11) 3698.
Janzing D and Schölkopf B (October-2010) Causal Inference Using the Algorithmic Markov Condition IEEE Transactions on Information Theory 56(10) 5168-5194.
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Thoma M, Cheng H, Gretton A, Han J, Kriegel H-P, Smola AJ, Song L, Yu PS, Yan X and Borgwardt KM (October-2010) Discriminative frequent subgraph mining with optimality guarantees Statistical Analysis and Data Mining 3(5) 302–318.
Wierstra D, Förster A, Peters J and Schmidhuber J (October-2010) Recurrent Policy Gradients Logic Journal of the IGPL 18(5) 620-634.
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Camps-Valls G, Shervashidze N and Borgwardt K (October-2010) Spatio-Spectral Remote Sensing Image Classification With Graph Kernels IEEE Geoscience and Remote Sensing Letters 7(4) 741-745.
Kroemer O, Detry R, Piater J and Peters J (September-2010) Combining active learning and reactive control for robot grasping Robotics and Autonomous Systems 58(9) 1105-1116.
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Steinke F, Hein M and Schölkopf B (September-2010) Nonparametric Regression between General Riemannian Manifolds SIAM Journal on Imaging Sciences 3(3) 527-563.
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Last updated: Wednesday, 07.12.2011