Schölkopf, B.
Die kybernetische Revolution
15-Mar-2018, Süddeutsche Zeitung, 2018 (misc)
Garreau, D., Jitkrittum, W., Kanagawa, M.
Large sample analysis of the median heuristic
2018 (misc) In preparation
Hennig, P.
Animating Samples from Gaussian Distributions
(8), Max Planck Institute for Intelligent Systems, Tübingen, Germany, 2013 (techreport)
Hogg, D. W., Angus, R., Barclay, T., Dawson, R., Fergus, R., Foreman-Mackey, D., Harmeling, S., Hirsch, M., Lang, D., Montet, B. T., Schiminovich, D., Schölkopf, B.
Maximizing Kepler science return per telemetered pixel: Detailed models of the focal plane in the two-wheel era
arXiv:1309.0653, 2013 (techreport)
Montet, B. T., Angus, R., Barclay, T., Dawson, R., Fergus, R., Foreman-Mackey, D., Harmeling, S., Hirsch, M., Hogg, D. W., Lang, D., Schiminovich, D., Schölkopf, B.
Maximizing Kepler science return per telemetered pixel: Searching the habitable zones of the brightest stars
arXiv:1309.0654, 2013 (techreport)
Harmeling, S., Toussaint, M.
Bayesian Estimators for Robins-Ritovs Problem
(EDI-INF-RR-1189), School of Informatics, University of Edinburgh, October 2007 (techreport)
Walder, C., Chapelle, O.
Learning with Transformation Invariant Kernels
(165), Max Planck Institute for Biological Cybernetics, Tübingen, Germany, September 2007 (techreport)
Kulis, B., Sra, S., Jegelka, S.
Scalable Semidefinite Programming using Convex Perturbations
(TR-07-47), University of Texas, Austin, TX, USA, September 2007 (techreport)
Walder, C., Kim, K., Schölkopf, B.
Sparse Multiscale Gaussian Process Regression
(162), Max Planck Institute for Biological Cybernetics, Tübingen, Germany, August 2007 (techreport)
Blaschko, M., Hofmann, T., Lampert, C.
Efficient Subwindow Search for Object Localization
(164), Max Planck Institute for Biological Cybernetics, Tübingen, Germany, August 2007 (techreport)
Maier, M., Hein, M., von Luxburg, U.
Cluster Identification in Nearest-Neighbor Graphs
(163), Max-Planck-Institute for Biological Cybernetics, Tübingen, Germany, May 2007 (techreport)
Harmeling, S.
Exploring model selection techniques for nonlinear dimensionality reduction
(EDI-INF-RR-0960), School of Informatics, University of Edinburgh, March 2007 (techreport)
Chiappa, S., Barber, D.
Dirichlet Mixtures of Bayesian Linear Gaussian State-Space Models: a Variational Approach
(161), Max Planck Institute for Biological Cybernetics, Tübingen, Germany, March 2007 (techreport)
Sra, S., Jain, P., Dhillon, I.
Modeling data using directional distributions: Part II
(TR-07-05), University of Texas, Austin, TX, USA, February 2007 (techreport)
Breuer, P., Kim, K., Kienzle, W., Blanz, V., Schölkopf, B.
Automatic 3D Face Reconstruction from Single Images or Video
(160), Max Planck Institute for Biological Cybernetics, Tübingen, Germany, February 2007 (techreport)
Wichman, F., Ernst, MO.
Mathematik der Wahrnehmung: Wendepunkte
Akademische Mitteilungen zw{\"o}lf: F{\"u}nf Sinne, pages: 32-37, 2007 (misc)
Peters, J.
Relative Entropy Policy Search
CLMC Technical Report: TR-CLMC-2007-2, Computational Learning and Motor Control Lab, Los Angeles, CA, 2007, clmc (techreport)
Corfield, D., Schölkopf, B., Vapnik, V.
Popper, Falsification and the VC-dimension
(145), Max Planck Institute for Biological Cybernetics, November 2005 (techreport)
Huang, J.
A Combinatorial View of Graph Laplacians
(144), Max Planck Institute for Biological Cybernetics, Tübingen, Germany, August 2005 (techreport)
Zhou, D., Huang, J., Schölkopf, B.
Beyond Pairwise Classification and Clustering Using Hypergraphs
(143), Max Planck Institute for Biological Cybernetics, August 2005 (techreport)
Sra, S., Dhillon, I.
Generalized Nonnegative Matrix Approximations using Bregman Divergences
Univ. of Texas at Austin, June 2005 (techreport)
Gretton, A., Bousquet, O., Smola, A., Schölkopf, B.
Measuring Statistical Dependence with Hilbert-Schmidt Norms
(140), Max Planck Institute for Biological Cybernetics, Tübingen, Germany, June 2005 (techreport)
Fukumizu, K., Bach, F., Gretton, A.
Consistency of Kernel Canonical Correlation Analysis
(942), Institute of Statistical Mathematics, 4-6-7 Minami-azabu, Minato-ku, Tokyo 106-8569 Japan, June 2005 (techreport)
Kuss, M., Pfingsten, T., Csato, L., Rasmussen, C.
Approximate Inference for Robust Gaussian Process Regression
(136), Max Planck Institute for Biological Cybernetics, Tübingen, Germany, 2005 (techreport)
BakIr, G., Wu, M., Eichhorn, J.
Maximum-Margin Feature Combination
for Detection and Categorization
Max Planck Institute for Biological Cybernetics, Tübingen, Germany, 2005 (techreport)
von Luxburg, U., Ben-David, S.
Towards a Statistical Theory of Clustering. Presented at the PASCAL workshop on clustering, London
Presented at the PASCAL workshop on clustering, London, 2005 (techreport)
Kuss, M., Jäkel, F., Wichmann, F.
Approximate Bayesian Inference for Psychometric Functions using MCMC Sampling
(135), Max Planck Institute for Biological Cybernetics, Tübingen, Germany, 2005 (techreport)
Lal, T., Schröder, M., Hinterberger, T., Weston, J., Bogdan, M., Birbaumer, N., Schölkopf, B.
Support Vector Channel Selection in BCI
(120), Max Planck Institute for Biological Cybernetics, Tuebingen, Germany, December 2003 (techreport)
Jutten, C., Karhunen, J., Almeida, L., Harmeling, S.
Technical report on
Separation methods for nonlinear
mixtures
(D29), EU-Project BLISS, October 2003 (techreport)
Tsuda, K., Rätsch, G.
Image Reconstruction by Linear Programming
(118), Max Planck Institute for Biological Cybernetics, Tübingen, Germany, October 2003 (techreport)
Harmeling, S., Bünau, P., Ziehe, A., Pham, D.
Technical report on implementation
of linear methods and validation on
acoustic sources
EU-Project BLISS, September 2003 (techreport)
Erhan, D.
On optimization, parallelization and convergence of the Expectation-Maximization algorithm for finite mixtures of Bernoulli distributions.
Helsinki University of Technology, Helsinki, Finland, August 2003 (techreport)
Zhou, D., Weston, J., Gretton, A., Bousquet, O., Schölkopf, B.
Ranking on Data Manifolds
(113), Max Planck Institute for Biological Cybernetics, 72076 Tuebingen, Germany, June 2003 (techreport)
Kim, K., Franz, M., Schölkopf, B.
Kernel Hebbian Algorithm for Iterative Kernel Principal Component Analysis
(109), MPI f. biologische Kybernetik, Tuebingen, June 2003 (techreport)
Zhou, D., Bousquet, O., Lal, T., Weston, J., Schölkopf, B.
Learning with Local and Global Consistency
(112), Max Planck Institute for Biological Cybernetics, Tuebingen, Germany, June 2003 (techreport)
Dhillon, I., Sra, S., Tropp, J.
The Metric Nearness Problem with Applications
Univ. of Texas at Austin, June 2003 (techreport)
Franz, M., Schölkopf, B.
Implicit Wiener Series
(114), Max Planck Institute for Biological Cybernetics, June 2003 (techreport)
Weston, J., Leslie, C., Elisseeff, A., Noble, W.
Machine Learning approaches to protein ranking: discriminative, semi-supervised, scalable algorithms
(111), Max Planck Institute for Biological Cybernetics, Tübingen, Germany, June 2003 (techreport)
Kuss, M., Graepel, T.
The Geometry Of Kernel Canonical Correlation Analysis
(108), Max Planck Institute for Biological Cybernetics, Tübingen, Germany, May 2003 (techreport)
Gretton, A., Herbrich, R., Smola, A.
The Kernel Mutual Information
Max Planck Institute for Biological Cybernetics, April 2003 (techreport)
Banerjee, A., Dhillon, I., Ghosh, J., Sra, S.
Expectation Maximization for Clustering on Hyperspheres
Univ. of Texas at Austin, February 2003 (techreport)
Dhillon, I., Sra, S.
Modeling Data using Directional Distributions
Univ. of Texas at Austin, January 2003 (techreport)
Bousquet, O.
A Note on Parameter Tuning for On-Line Shifting Algorithms
Max Planck Institute for Biological Cybernetics, Tübingen, Germany, 2003 (techreport)
Quiñonero-Candela, J., Girard, A., Rasmussen, C.
Prediction at an Uncertain Input for Gaussian Processes and Relevance Vector Machines - Application to Multiple-Step Ahead Time-Series Forecasting
(IMM-2003-18), Max Planck Institute for Biological Cybernetics, Tübingen, Germany, 2003 (techreport)
Toyama, K., Schölkopf, B.
Interactive Images
(MSR-TR-2003-64), Microsoft Research, Cambridge, UK, 2003 (techreport)
Weston, J., Chapelle, O., Elisseeff, A., Schölkopf, B., Vapnik, V.
Kernel Dependency Estimation
(98), Max Planck Institute for Biological Cybernetics, August 2002 (techreport)
Zhou, D., Xiao, B., Zhou, H., Dai, R.
Global Geometry of SVM Classifiers
Max Planck Institute for Biological Cybernetics, Tübingen, Germany, June 2002 (techreport)
Romdhani, S., Torr, P., Schölkopf, B., Blake, A.
Computationally Efficient Face Detection
(MSR-TR-2002-69), Microsoft Research, June 2002 (techreport)
Harmeling, S., Ziehe, A., Kawanabe, M., Müller, K.
Kernel-based nonlinear blind source separation
EU-Project BLISS, January 2002 (techreport)
von Luxburg, U., Bousquet, O., Schölkopf, B.
A compression approach to support vector model selection
(101), Max Planck Institute for Biological Cybernetics, 2002, see more detailed JMLR version (techreport)