Direktor der Abteilung

Wissenschaftliche Auszeichnungen

Seit der Gründung im Jahr 2002, konnte die Abteilung zahlreiche wissenschaftliche  Öffnet einen internen Link im aktuellen FensterAuszeichnungen erlangen.

 

Publikationsliste Abteilung Schölkopf

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2003

Vorträge (10):

Bousquet O (März-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 und Schölkopf B (März-2003) Invited Lecture: Statistical Learning Theory, Interdisziplinäres Kolleg Günne 2003: Applications, Brains and Computers, Günne, Germany.
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Bousquet O (Februar-11-2003) Invited Lecture: Concentration Inequalities and Data-Dependent Error Bounds, Friedrich-Schiller-Universität, Jena, Germany.
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Franz MO (Februar-2003) Keynote Lecture: Introduction: Robots with Cognition?, 6. Tübinger Wahrnehmungskonferenz (TWK 2003), Tübingen, Germany 38.

2002

Bücher (1):

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

Artikel (6):

Cristianini N und Schölkopf B (Oktober-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 und 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 und Wichmann FA (Juli-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 und Wichmann FA (Juli-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 und Gegenfurtner KR (Mai-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 und Schölkopf B (Januar-2002) Training invariant support vector machines Machine Learning 46(1-3) 161-190.

Beiträge zu Tagungsbänden (5):

Ernst MO, Banks MS, Wichmann FA, Maloney L und 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 und 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 und 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 und 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 und 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.

Beiträge zu Büchern (1):

Müller K-R, Mika S, Rätsch G, Tsuda K und 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).

Technische Berichte (2):

von Luxburg U, Bousquet O und 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 und Vapnik V: Kernel Dependency Estimation, 98, Max Planck Institute for Biological Cybernetics, Tübingen, Germany, (August-2002).
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Poster (5):

Henning GB, Wichmann FA und 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 und 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 und 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 und Henning GB (Februar-2002): Detection and discrimination in pink noise, 5. Tübinger Wahrnehmungskonferenz (TWK 2002), Tübingen, Germany.

Vorträge (2):

Wichmann FA (Dezember-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

Artikel (4):

Wichmann FA und Hill NJ (November-2001) The psychometric function: I. Fitting, sampling, and goodness of fit Perception & Psychophysics 63(8) 1293-1313.
Wichmann FA und 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 und Williamson RC (Juni-2001) Regularized principal manifolds Journal of Machine Learning Research 1 179-209.
Bejerano G, Seldin Y, Margalit H und Tishby N (2001) Markovian domain fingerprinting: statistical segmentation of protein sequences Bioinformatics 17(10) 927-934.
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Beiträge zu Tagungsbänden (1):

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

Abschlussarbeiten (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

Vorträge (1):

Besserve M, Schölkopf B, Logothetis NK und Panzeri S (Dezember-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: Mittwoch, 07.12.2011