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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2003

Talks (10):

Bousquet O (March-25-2003) Invited Lecture: Rademacher and Gaussian averages in Learning Theory, Université Paris-Est Marne-la-Vallée, Champs-sur-Marne, France.
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Bousquet O and Schölkopf B (March-2003) Invited Lecture: Statistical Learning Theory, Interdisziplinäres Kolleg Günne 2003: Applications, Brains and Computers, Günne, Germany.
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Bousquet O (February-11-2003) Invited Lecture: Concentration Inequalities and Data-Dependent Error Bounds, Friedrich-Schiller-Universität, Jena, Germany.
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Franz MO (February-2003) Keynote Lecture: Introduction: Robots with Cognition?, 6. Tübinger Wahrnehmungskonferenz (TWK 2003), Tübingen, Germany 38.

2002

Books (1):

Schölkopf B and Smola AJ: Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond, 644, MIT Press, Cambridge, MA, USA, (December-2002). , Series: Adaptive Computation and Machine Learning

Articles (6):

Cristianini N and Schölkopf B (October-2002) Support Vector Machines and Kernel Methods: The New Generation of Learning Machines AI Magazine 23(3) 31-41.
Rätsch G, Mika S, Schölkopf B and Müller K-R (September-2002) Constructing Boosting algorithms from SVMs: an application to one-class classification IEEE Transactions on Pattern Analysis and Machine Intelligence 24(9) 1184-1199.
Henning GB, Bird CM and Wichmann FA (July-2002) Contrast discrimination with pulse-trains in pink noise Journal of the Optical Society of America A 19(7) 1259-1266.
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Bird CM, Henning GB and Wichmann FA (July-2002) Contrast discrimination with sinusoidal gratings of different spatial frequency Journal of the Optical Society of America A 19(7) 1267-1273.
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Wichmann FA, Sharpe LT and Gegenfurtner KR (May-2002) The contributions of color to recognition memory for natural scenes Journal of Experimental Psychology: Learning, Memory and Cognition 28(3) 509-520.
DeCoste D and Schölkopf B (January-2002) Training invariant support vector machines Machine Learning 46(1-3) 161-190.

Conference papers (5):

Ernst MO, Banks MS, Wichmann FA, Maloney L and Bülthoff HH (November-2002) Combining sensory Information to Improve Visualization, IEEE Conference on Visualization 2002 (VIS '02), IEEE Service Center, Piscataway, NJ, USA, 571-574.
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Graf ABA and Wichmann FA (November-2002) Gender Classification of Human Faces In: Biologically Motivated Computer Vision, , Second International Workshop on Biologically Motivated Computer Vision (BMCV 2002), Springer, Berlin, Germany, 491-500, Series: Lecture Notes in Computer Science ; 2525.
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Franz MO and Chahl JS (November-2002) Insect-Inspired Estimation of Self-Motion In: Biologically Motivated Computer Vision, , Second International Workshop on Biologically Motivated Computer Vision (BMCV 2002), Springer, Berlin, Germany, 171-180, Series: Lecture Notes in Computer Science ; 2525.
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Chapelle O and Schölkopf B (September-2002) Incorporating Invariances in Non-Linear Support Vector Machines In: Advances in Neural Information Processing Systems 14, , Fifteenth Annual Neural Information Processing Systems Conference (NIPS 2001), MIT Press, Cambridge, MA, USA, 609-616.
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Schölkopf B, Weston J, Eskin E, Leslie C and Noble WS (August-2002) A kernel approach for learning from almost orthogonal patterns In: Machine Learning: ECML 2002, , 13th European Conference on Machine Learning, Springer, Berlin, Germany, 511-528, Series: Lecture Notes in Computer Science ; 2430.

Contributions to books (1):

Müller K-R, Mika S, Rätsch G, Tsuda K and Schölkopf B: An Introduction to Kernel-Based Learning Algorithms, 95-134. In: Handbook of neural network signal processing, (Ed) Y.H. Hu, CRC Press, Boca Raton, FL, USA, (2002).

Technical reports (2):

von Luxburg U, Bousquet O and Schölkopf B: A compression approach to support vector model selection, 101, Max Planck Institute for Biological Cybernetics, Tübingen, Germany, (September-2002).
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Weston J, Chapelle O, Elisseeff A, Schölkopf B and Vapnik V: Kernel Dependency Estimation, 98, Max Planck Institute for Biological Cybernetics, Tübingen, Germany, (August-2002).
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Posters (5):

Henning GB, Wichmann FA and Bird CM (November-2002): Pulse train detection and discrimination in pink noise, Second Annual Meeting of the Vision Sciences Society (VSS 2002), Sarasota, FL, USA, Journal of Vision, 2(7) 229.
Rosas P, Wichmann FA and Wagemans J (November-2002): Surface-slant-from-texture discrimination: Effects of slant level and texture type, Second Annual Meeting of the Vision Sciences Society (VSS 2002), Sarasota, FL, USA, Journal of Vision, 2(7) 300.
Franz MO (August-10-2002): Optimal linear estimation of self-motion: a real-world test of a model of fly tangential neurons, SAB '02 Workshop on Robotics as Theoretical Biology, Edinburgh, UK.
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Braun DI, Wichmann FA and Gegenfurtner KR (August-2002): Phase information in the recognition of natural images, 25th European Conference on Visual Perception, Glasgow, UK, Perception, 31(ECVP Abstract Supplement) 133.
Wichmann FA and Henning GB (February-2002): Detection and discrimination in pink noise, 5. Tübinger Wahrnehmungskonferenz (TWK 2002), Tübingen, Germany.

Talks (2):

Wichmann FA (December-2002) Abstract Talk: Modelling Contrast Transfer in Spatial Vision, OSA Fall Vision Meeting 2002, San Francisco, CA, USA, Journal of Vision, 2(10) 7.
Wichmann FA (August-2002) Abstract Talk: Application of Monte Carlo Methods to Psychometric Function Fitting, 33rd European Conference on Mathematical Psychology (EMPG 2002), Bremen, Germany 44.

2001

Articles (4):

Wichmann FA and Hill NJ (November-2001) The psychometric function: I. Fitting, sampling, and goodness of fit Perception & Psychophysics 63(8) 1293-1313.
Wichmann FA and Hill NJ (August-2001) The psychometric function: II. Bootstrap-based confidence intervals and sampling Perception & Psychophysics 63(8) 1314-1329.
Smola AJ, Mika S, Schölkopf B and Williamson RC (June-2001) Regularized principal manifolds Journal of Machine Learning Research 1 179-209.
Bejerano G, Seldin Y, Margalit H and Tishby N (2001) Markovian domain fingerprinting: statistical segmentation of protein sequences Bioinformatics 17(10) 927-934.
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Conference papers (1):

Buhmann J and Schölkopf B (July-2001) Inference Principles and Model Selection, Dagstuhl Seminar 01301, 1-22.

Theses (1):

Seldin Y: On Unsupervised Learning of Mixtures of Markov Sources, The Hebrew University of Jerusalem, Israel, (2001). Diplom thesis
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11

Talks (1):

Besserve M, Schölkopf B, Logothetis NK and Panzeri S (December-11-11) Abstract Talk: Causality analysis in information flow from cortical time series, NIPS 2011 Satellite Meeting on Causal Graphs: Linking Brain Structure to Function, Granada, Spain.
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Last updated: Wednesday, 07.12.2011