Publications of B Schölkopf

Ham, J.; Lee, D.; Mika, S.; Schölkopf, B.: A kernel view of the dimensionality reduction of manifolds (Technical Report of the Max Planck Institute for Biological Cybernetics, 110). Max Planck Institute for Biological Cybernetics, Tübingen, Germany (2003), 8 pp.

Franz, M.; Schölkopf, B.: Implicit Wiener Series: Part I: Cross-Correlation vs. Regression in Reproducing Kernel Hilbert Spaces (Technical Report of the Max Planck Institute for Biological Cybernetics, 114). Max Planck Institute for Biological Cybernetics, Tübingen, Germany (2003), 15 pp.

Kim, K.; Franz, M.; Schölkopf, B.: Kernel Hebbian Algorithm for Iterative Kernel Principal Component Analysis (Technical Report of the Max Planck Institute for Biological Cybernetics, 109). Max Planck Institute for Biological Cybernetics, Tübingen, Germany (2003), 13 pp.

Zhou, D.; Bousquet, O.; Lal, T.; Weston, J.; Schölkopf, B.: Learning with Local and Global Consistency (Technical Report of the Max Planck Institute for Biological Cybernetics, 112). Max Planck Institute for Biological Cybernetics, Tübingen, Germany (2003), 8 pp.

Zhou, D.; Weston, J.; Gretton, A.; Bousquet, O.; Schölkopf, B.: Ranking on Data Manifolds (Technical Report of the Max Planck Institute for Biological Cybernetics, 113). Max Planck Institute for Biological Cybernetics, Tübingen, Germany (2003), 8 pp.

von Luxburg, U.; Bousquet, O.; Schölkopf, B.: A compression approach to support vector model selection (Technical Report of the Max Planck Institute for Biological Cybernetics, 101). Max Planck Institute for Biological Cybernetics, Tübingen, Germany (2002), 9 pp.

Weston, J.; Chapelle, O.; Elisseeff, A.; Schölkopf, B.; Vapnik, V.: Kernel Dependency Estimation (Technical Report of the Max Planck Institute for Biological Cybernetics, 98). Max Planck Institute for Biological Cybernetics, Tübingen, Germany (2002), 10 pp.

Romdhani, S.; Torr, P.; Schölkopf, B.; Blake, A.: Computationally Efficient Face Detection. Microsoft Research, Microsoft Corporation, Redmond, WA, USA (2002)

Weston, J.; Perez-Cruz F, Bousquet, O.; Chapelle, O.; Elisseeff, A.; Schölkopf, B.: Feature Selection and Transduction for Prediction of Molecular Bioactivity for Drug Design. (2002)

Chapelle, O.; Schölkopf, B.: Incorporating Invariances in Non-Linear Support Vector Machines. (2001)

Gretton, A.; Herbrich R, Schölkopf, B.; Rayner, P.: Bound on the Leave-One-Out Error for 2-Class Classification using nu-SVMs. (2001)

Gretton, A.; Herbrich R, Schölkopf, B.; Smola, A.; Rayner, P.: Bound on the Leave-One-Out Error for Density Support Estimation using nu-SVMs. (2001)

Franz, M.; Schölkopf, B.; Bülthoff, H.: Homing by parameterized scene matching (Technical Report of the Max Planck Institute for Biological Cybernetics, 46). Max Planck Institute for Biological Cybernetics, Tübingen, Germany (1997), 9 pp.

Schölkopf, B.; Smola, A.; Müller, K.-R.: Nonlinear Component Analysis as a Kernel Eigenvalue Problem (Technical Report of the Max Planck Institute for Biological Cybernetics, 44). Max Planck Institute for Biological Cybernetics, Tübingen, Germany (1996)

Franz, M.; Schölkopf, B.; Georg, P.; Mallot, H.; Bülthoff, H.: Learning View Graphs for Robot Navigation (Technical Report of the Max Planck Institute for Biological Cybernetics, 33). Max Planck Institute for Biological Cybernetics, Tübingen, Germany (1996)

Schölkopf, B.; Mallot, H.: View-based cognitive mapping and path planning (Technical Report of the Max Planck Institute for Biological Cybernetics, 7). Max Planck Institute for Biological Cybernetics, Tübingen, Germany (1994), 30 pp.

Schölkopf, B.: Übersicht durch Übersehen: "Veränderungsblindheit" in der Wahrnehmung von Szenen: Warum erscheint die Welt stabil? Frankfurter Allgemeine Zeitung: Wissenschaftsbeilage, p. N1 (1998)

Pichler, B.; Hofmann, M.; Schölkopf, B.; Steinke, F.: Method for determining a property map for an object in particular for a living being based on at least one first image in particular a nuclear magnetic resonance image. WO2008006451A1 (2008)

Hofmann, M.; Schölkopf, B.; Steinke, F.; Pichler, B.: MR/PET Attenuation Correction. (2006)

Besserve, M.; Buchholz, S.; Schölkopf, B.: Assaying Large-scale Testing Models to InterpretCovid-19 Case Numbers: A Cross-country Study. (submitted)