31 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)

**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)

**Load-inducing factors in instructional design: Process-related advances in theory and assessment**
TU Chemnitz, 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)

**Prototyping Micro- and Nano-Optics with Focused Ion Beam Lithography**
SL48, pages: 46, SPIE.Spotlight, SPIE Press, Bellingham, WA, 2019 (book)

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

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

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

**Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond**
pages: 644, Adaptive Computation and Machine Learning, MIT Press, Cambridge, MA, USA, December 2002, Parts of this book, including an introduction to kernel methods, can be downloaded here. (book)

**Nonlinear Multivariate Analysis with Geodesic Kernels**
Biologische Kybernetik, Technische Universität Berlin, February 2002 (diplomathesis)

**Concentration Inequalities and Empirical Processes Theory Applied to the Analysis of Learning Algorithms**
Biologische Kybernetik, Ecole Polytechnique, 2002 (phdthesis) Accepted

**Support Vector Machines: Induction Principle, Adaptive Tuning and Prior Knowledge**
Biologische Kybernetik, 2002 (phdthesis)

**Untersuchungen zur Spindynamik in nanostrukturierten ferromagnetischen Schichtsystemen**
Universität Stuttgart, Stuttgart, 2002 (mastersthesis)

**Magnetic Imaging of Nanostructured Systems with Transmission X-Ray Microscopy**
Bayrische Julius-Maximilians-Universität Würzburg, Würzburg, 2002 (phdthesis)

**Ab-initio Berechnung der Spinwellenspektren von Eisen, Kobalt und Nickel**
Universität Stuttgart, Stuttgart, 2002 (phdthesis)

**Kernspinresonanzuntersuchungen zur Diffusion von Wasserstoff in kubischen Lavesphasen**
Universität Stuttgart, Stuttgart, 2002 (phdthesis)

**Analyse der elektronischen Struktur von Metallen und intermetallischen Verbindungen im Rahmen der Dichtefunktionaltheorie**
Universität Stuttgart, Stuttgart, 2002 (phdthesis)

**Ab-initio Untersuchung der magnetischen Anregungen von dünnen bcc-Fe(110)-Schichten und der Druckabhängigkeit der magnetischen Anregungen von bcc-Fe**
Universität Stuttgart, Stuttgart, 2002 (mastersthesis)

**Ab-initio statistische Mechanik zur Berechnung des Ordnungs-Unordnungs-Überganges in B2-NiAl unter Berücksichtigung des elastischen Verzerrungsfeldes**
Universität Stuttgart, Stuttgart, 2002 (mastersthesis)

**Some Aspects of Modelling Human Spatial Vision: Contrast Discrimination**
University of Oxford, University of Oxford, October 1999 (phdthesis)

**Apprentissage Automatique et Simplicite**
Biologische Kybernetik, 1999, In french (diplomathesis)

**Machine Learning and Language Acquisition: A Model of Child’s Learning of Turkish Morphophonology**
Middle East Technical University, Ankara, Turkey, 1999 (mastersthesis)

**Advances in Kernel Methods - Support Vector Learning**
MIT Press, Cambridge, MA, 1999 (book)