51 results
(View BibTeX file of all listed publications)

**Robot Learning for Muscular Robots**
Technical University Darmstadt, Germany, December 2019 (phdthesis)

**Real Time Probabilistic Models for Robot Trajectories**
Technical University Darmstadt, Germany, December 2019 (phdthesis)

**Actively Learning Gaussian Process Dynamics**
2019 (techreport) Submitted

**Fast and Resource-Efficient Control of Wireless Cyber-Physical Systems**
KTH Royal Institute of Technology, Stockholm, Febuary 2019 (phdthesis)

**Learning Transferable Representations**
University of Cambridge, UK, 2019 (phdthesis)

**Sample-efficient deep reinforcement learning for continuous control**
University of Cambridge, UK, 2019 (phdthesis)

**Formally justified and modular Bayesian inference for probabilistic programs**
University of Cambridge, UK, 2019 (phdthesis)

**Spatial Filtering based on Riemannian Manifold for Brain-Computer Interfacing**
Technical University of Munich, Germany, 2019 (mastersthesis)

**Pragmatism and Variable Transformations in Causal Modelling**
ETH Zurich, 2019 (phdthesis)

**Novel X-ray lenses for direct and coherent imaging**
Universität Stuttgart, Stuttgart, 2019 (phdthesis)

**Quantification of tumor heterogeneity using PET/MRI and machine learning**
Eberhard Karls Universität Tübingen, Germany, 2019 (phdthesis)

ics
Solowjow, F., Trimpe, S.
**Event-triggered Learning**
2019 (techreport) Submitted

**Advances in Probabilistic Modelling: Sparse Gaussian Processes, Autoencoders, and Few-shot Learning**
University of Cambridge, UK, 2019 (phdthesis)

**Event-triggered Learning for Linear Quadratic Control**
2019 (techreport)

**Actively Learning Dynamical Systems with Gaussian Processes**
Mines ParisTech, PSL Research University, 2019 (mastersthesis)

**Joint Kernel Maps**
(131), Max-Planck-Institute for Biological Cybernetics, Tübingen, November 2004 (techreport)

ei
Zhou, D.
**How to learn from very few examples?**
October 2004 (talk)

ei
Zhou, D.
**Discrete vs. Continuous: Two Sides of Machine Learning**
October 2004 (talk)

ei
Zhou, D.
**Discrete vs. Continuous: Two Sides of Machine Learning**
October 2004 (talk)

**Grundlagen von Support Vector Maschinen und Anwendungen in der Bildverarbeitung**
September 2004 (talk)

**Semi-Supervised Induction**
(141), Max Planck Institute for Biological Cybernetics, Tuebingen, Germany, August 2004 (techreport)

**Object categorization with SVM: kernels for local features**
(137), Max Planck Institute for Biological Cybernetics, Tübingen, Germany, July 2004 (techreport)

**Hilbertian Metrics and Positive Definite Kernels on Probability Measures**
(126), Max Planck Institute for Biological Cybernetics, Tübingen, Germany, July 2004 (techreport)

**Kernels, Associated Structures and Generalizations**
(127), Max Planck Institute for Biological Cybernetics, Tübingen, Germany, July 2004 (techreport)

**Kamerakalibrierung und Tiefenschätzung:
Ein Vergleich von klassischer Bündelblockausgleichung und statistischen Lernalgorithmen**
Wilhelm-Schickard-Institut für Informatik, Universität Tübingen, Tübingen, Germany, March 2004 (techreport)

**Learning from Labeled and Unlabeled Data: Semi-supervised Learning and Ranking**
January 2004 (talk)

ei
Bousquet, O.
**Introduction to Category Theory**
Internal Seminar, January 2004 (talk)

**Multivariate Regression with Stiefel Constraints**
(128), MPI for Biological Cybernetics, Spemannstr 38, 72076, Tuebingen, 2004 (techreport)

**Learning from Labeled and Unlabeled Data Using Random Walks**
Max Planck Institute for Biological Cybernetics, 2004 (techreport)

**Behaviour and Convergence of the Constrained Covariance**
(130), MPI for Biological Cybernetics, 2004 (techreport)

**Statistical Learning with Similarity and Dissimilarity Functions**
pages: 1-166, Technische Universität Berlin, Germany, Technische Universität Berlin, Germany, 2004 (phdthesis)

**Confidence Sets for Ratios: A Purely Geometric Approach To Fieller’s Theorem**
(133), Max Planck Institute for Biological Cybernetics, 2004 (techreport)

**Transductive Inference with Graphs**
Max Planck Institute for Biological Cybernetics, 2004, See the improved version Regularization on Discrete Spaces. (techreport)

**Classification and Feature Extraction in Man and Machine**
Biologische Kybernetik, University of Tübingen, Germany, 2004, online publication (phdthesis)

ei
Bousquet, O.
**Advanced Statistical Learning Theory**
Machine Learning Summer School, 2004 (talk)

**Investigation of oxide layers in tunnel junctions**
University of Stuttgart, Stuttgart, 2004 (mastersthesis)

**Untersuchung der Desorptionskinetik von Metallhydriden in Bezug auf technische Anwendungen**
Universität Stuttgart, Stuttgart, 2004 (phdthesis)

**Towards Tractable Parameter-Free Statistical Learning (Phd Thesis)**
Department of Computer Science, University of Southern California, Los Angeles, 2004, clmc (phdthesis)

**Dynamik von Wasserstoff in nanokristallinen Systemen**
Universität Stuttgart, Stuttgart, 2004 (phdthesis)

**Inselwachstum auf Festkörperoberflächen unter Ionenbestrahlung**
Universität Stuttgart, Stuttgart, 2004 (phdthesis)

**Flusslinienverankerung in HTSL-Schichten mit kontrollierter Defektstruktur im Nanometerbereich**
Universität Stuttgart, Stuttgart, 2004 (phdthesis)

**Investigation of the stability of metals on polymers**
University of Stuttgart, Stuttgart, 2004 (mastersthesis)

**Flusslinienverankerung in Hochtemperatursupraleitern auf nanostrukturierten Substraten**
Universität Stuttgart, Stuttgart, 2004 (mastersthesis)

**Ionenstreuung mit Monolagen-Tiefenauflösung**
Universität Stuttgart, Stuttgart, 2004 (mastersthesis)

**Untersuchungen zum Magnetismus von Clustern und Nanopartikeln und zum Einfluss der Wechselwirkung mit ihrer Umgebung**
Julius-Maximilians-Universität Würzburg, Würzburg, 2004 (phdthesis)

**Diffusion von Wasserstoff in Lavesphasen / Diffusion von Wasserstoff in heterogenen Systemen.**
Universität Stuttgart, Stuttgart, 2000 (phdthesis)

**Untersuchung von Magnetisierungsprozessen in dünnen Nd2Fe14B-Schichten**
Universität Stuttgart, Stuttgart, 2000 (phdthesis)

**Kernspinresonanzuntersuchungen an nanostrukturiertem Vanadiumhydrid und dem Legierungssystem Nb 0.34Ta0.66H0.044**
Universität Stuttgart, Stuttgart, 2000 (phdthesis)

**Ab-initio Berechnung von Spinwellenspektren in verschiedenen intermetallischen Verbindungen - Implementation einer full-spin LMTO-Methode.**
Universität Stuttgart, Stuttgart, 2000 (mastersthesis)