Rojas-Carulla, M.
Learning Transferable Representations
University of Cambridge, UK, 2019 (phdthesis)
Gu, S.
Sample-efficient deep reinforcement learning for continuous control
University of Cambridge, UK, 2019 (phdthesis)
Ścibior*, A.
Formally justified and modular Bayesian inference for probabilistic programs
University of Cambridge, UK, 2019 (phdthesis)
Xu, J.
Spatial Filtering based on Riemannian Manifold for Brain-Computer Interfacing
Technical University of Munich, Germany, 2019 (mastersthesis)
Weichwald, S.
Pragmatism and Variable Transformations in Causal Modelling
ETH Zurich, 2019 (phdthesis)
Katiyar, P.
Quantification of tumor heterogeneity using PET/MRI and machine learning
Eberhard Karls Universität Tübingen, Germany, 2019 (phdthesis)
Bauer, M.
Advances in Probabilistic Modelling: Sparse Gaussian Processes, Autoencoders, and Few-shot Learning
University of Cambridge, UK, 2019 (phdthesis)
Weston, J., Elisseeff, A., Schölkopf, B., Pérez-Cruz, F.
Methods for feature selection in a learning machine
United States Patent, No 7624074, November 2009 (patent)
Gehler, PV.
Kernel Learning Approaches for Image Classification
Biologische Kybernetik, Universität des Saarlandes, Saarbrücken, Germany, October 2009 (phdthesis)
Seldin, Y.
A PAC-Bayesian Approach to Structure Learning
Biologische Kybernetik, The Hebrew University of Jerusalem, Israel, September 2009 (phdthesis)
Heilbron, L., Platt, J. C., Simard, P. Y., Schölkopf, B.
Acquiring web page information without commitment to downloading the web page
United States Patent, No 7565409, July 2009 (patent)
Blaschko, MB.
Kernel Methods in Computer Vision:Object Localization, Clustering,and Taxonomy Discovery
Biologische Kybernetik, Technische Universität Berlin, Berlin, Germany, March 2009 (phdthesis)
Weston, J., Elisseeff, A., Schölkopf, B., Pérez-Cruz, F., Guyon, I.
Pre−processed feature ranking for a support vector machine
United States Patent, No. 7475048, January 2009 (patent)
Mülling, K.
Motor Control and Learning in Table Tennis
Eberhard Karls Universität Tübingen, Gerrmany, 2009 (diplomathesis)
Drewe, P.
Hierarchical Clustering and Density Estimation Based on k-nearest-neighbor graphs
Eberhard Karls Universität Tübingen, Germany, 2009 (diplomathesis)
Nowozin, S.
Learning with Structured Data: Applications to Computer Vision
Technische Universität Berlin, Germany, 2009 (phdthesis)
Steinke, F.
From Differential Equations to Differential Geometry: Aspects of Regularisation in Machine Learning
Universität des Saarlandes, Saarbrücken, Germany, 2009 (phdthesis)
Kuss, M.
Nonlinear Multivariate Analysis with Geodesic Kernels
Biologische Kybernetik, Technische Universität Berlin, February 2002 (diplomathesis)
Bousquet, O.
Concentration Inequalities and Empirical Processes Theory Applied to the Analysis of Learning Algorithms
Biologische Kybernetik, Ecole Polytechnique, 2002 (phdthesis) Accepted
Chapelle, O.
Support Vector Machines: Induction Principle, Adaptive Tuning and Prior Knowledge
Biologische Kybernetik, 2002 (phdthesis)
Eichhorn, J.
Variationsverfahren zur Untersuchung von
Grundzustandseigenschaften des Ein-Band Hubbard-Modells
Biologische Kybernetik, Technische Universität Dresden, Dresden/Germany, May 2001 (diplomathesis)
Peters, J.
Cerebellar Control of Robot Arms
Biologische Kybernetik, Technische Univeristät München, München, Germany, 2001 (diplomathesis)
Seldin, Y.
On Unsupervised Learning of Mixtures of Markov Sources
Biologische Kybernetik, The Hebrew University of Jerusalem, Israel, 2001 (diplomathesis)
Lal, TN.
Support Vector Machines: Theorie und Anwendung auf Prädiktion epileptischer Anfälle auf der Basis von EEG-Daten
Biologische Kybernetik, Institut für Angewandte Mathematik, Universität Bonn, 2001, Advised by Prof. Dr. S. Albeverio (diplomathesis)
Urbanek, M.
Three-dimensional reconstruction of planar scenes
Biologische Kybernetik, INP Grenoble, Warsaw University of Technology, September 2000 (diplomathesis)
Zhou, D.
Intelligence as a Complex System
Biologische Kybernetik, 2000 (phdthesis)
Peters, J.
Neural Networks in Robot Control
Biologische Kybernetik, Fernuniversität Hagen, Hagen, Germany, 2000 (diplomathesis)