56 results
(View BibTeX file of all listed publications)

**Bayesian Optimization in Robot Learning - Automatic Controller Tuning and Sample-Efficient Methods**
University of Tübingen, June 2020 (thesis)

**Deep learning for the parameter estimation of tight-binding Hamiltonians**
University of Roma, La Sapienza, Italy, May 2020 (mastersthesis)

**Learning Algorithms, Invariances, and the Real World**
Technical University of Darmstadt, Germany, April 2020 (mastersthesis)

**Advances in Latent Variable and Causal Models**
University of Cambridge, UK, 2020, (Cambridge-Tuebingen-Fellowship) (phdthesis)

**Learning and Control Strategies for Cyber-physical Systems: From Wireless Control over Deep Reinforcement Learning to Causal Identification**
KTH Royal Institute of Technology, Stockholm, Sweden, 2020 (phdthesis)

**A virtual reality environment for experiments in assistive robotics and neural interfaces**
Graduate School of Neural Information Processing, Eberhard Karls Universität Tübingen, Germany, 2018 (mastersthesis)

**Optimal Trajectory Generation and Learning Control for Robot Table Tennis**
Technical University Darmstadt, Germany, 2018 (phdthesis)

**On the Applicability of Machine Learning to Aid the Search for Gravitational Waves at the LIGO Experiment**
Karlsruhe Institute of Technology, Germany, 2018 (mastersthesis)

**Distribution-Dissimilarities in Machine Learning**
Eberhard Karls Universität Tübingen, Germany, 2018 (phdthesis)

**Pattern forming systems under confinement**
Universität Stuttgart, Stuttgart, 2018 (mastersthesis)

**Effective interactions between colloidal particles in critical solvents**
Universität Stuttgart, Stuttgart, 2018 (phdthesis)

**Domain Adaptation Under Causal Assumptions**
Eberhard Karls Universität Tübingen, Germany, 2018 (mastersthesis)

ei
Suter, R.
**A Causal Perspective on Deep Representation Learning**
ETH Zurich, 2018 (mastersthesis)

**Non-equilibrium dynamics of a binary solvent around heated colloidal particles**
Universität Stuttgart, Stuttgart, 2018 (mastersthesis)

**Probabilistic Approaches to Stochastic Optimization**
Eberhard Karls Universität Tübingen, Germany, 2018 (phdthesis)

**Improving Tissue Differentiation based on Optical Emission Spectroscopy for Guided Electrosurgical Tumor Resection with Machine Learning**
Eberhard Karls Universität Tübingen, Germany, 2018 (mastersthesis)

**Reinforcement Learning for High-Speed Robotics with Muscular Actuation**
Ruprecht-Karls-Universität Heidelberg , 2018 (mastersthesis)

**Monte Carlo study of colloidal structure formation at fluid interfaces**
Universität Stuttgart, Stuttgart, 2018 (mastersthesis)

**Electrolyte solutions and simple fluids at curved walls**
Universität Stuttgart, Stuttgart, 2018 (phdthesis)

**Probabilistic Ordinary Differential Equation Solvers — Theory and Applications**
Eberhard Karls Universität Tübingen, Germany, 2018 (phdthesis)

** A machine learning approach to taking EEG-based computer interfaces out of the lab**
Graduate Training Centre of Neuroscience, IMPRS, Eberhard Karls Universität Tübingen, Germany, 2018 (phdthesis)

**Surface structure of liquid crystals**
Universität Stuttgart, Stuttgart, 2018 (mastersthesis)

**Dynamics of an active particle in confined viscous flows**
Universität Stuttgart, Stuttgart, 2018 (mastersthesis)

**Electrostatic interaction between colloids with constant surface potentials at fluid interfaces**
Universität Stuttgart, Stuttgart, 2018 (mastersthesis)

**Scalable graph kernels**
Eberhard Karls Universität Tübingen, Germany, October 2012 (phdthesis)

**Learning Motor Skills: From Algorithms to Robot Experiments**
Technische Universität Darmstadt, Germany, March 2012 (phdthesis)

**Structure and Dynamics of Diffusion Networks**
Department of Electrical Engineering, Stanford University, 2012 (phdthesis)

**Blind Deconvolution in Scientific Imaging & Computational Photography**
Eberhard Karls Universität Tübingen, Germany, 2012 (phdthesis)

**Restricted structural equation models for causal inference**
ETH Zurich, Switzerland, 2012 (phdthesis)

**Combinatorial Problems with Submodular Coupling in Machine Learning and Computer Vision**
ETH Zürich, Switzerland, 2012 (phdthesis)

**Liquid-vapor coexistence, phase separation, and superfluidity in 3He-4He mixtures**
Universität Stuttgart, Stuttgart, 2012 (mastersthesis)

**Nanodroplets at topographic steps**
Universität Stuttgart, Stuttgart, 2012 (mastersthesis)

**Automatische Seitenkettenzuordnung zur NMR Proteinstrukturaufklärung mittels ganzzahliger linearer Programmierung**
University of Tübingen, Germany, 2012 (diplomathesis)

**Janus particles in critical liquids**
Universität Stuttgart, Stuttgart, 2012 (mastersthesis)

**Phase equilibria of binary liquid crystals**
Universität Stuttgart, Stuttgart, 2012 (mastersthesis)

**Pinning of drops at superhydrophobic surfaces**
Universität Stuttgart, Stuttgart, 2012 (mastersthesis)

**Impedance spectroscopy of ions at interfaces**
Universität Stuttgart, Stuttgart, 2012 (mastersthesis)

**Surface of an evaporating liquid**
Universität Stuttgart, Stuttgart, 2012 (mastersthesis)

**Nonparametric System Identification and Control for Periodic Error Correction in Telescopes**
University of Stuttgart, 2012 (diplomathesis)

**Statics and dynamics of critical Casimir forces**
Universität Stuttgart, Stuttgart, 2012 (phdthesis)

**Critical Casimir forces beyond the Derjaguin approximation**
Universität Stuttgart, Stuttgart, 2012 (mastersthesis)

**Crystallization of flexible molecules**
Universität Stuttgart, Stuttgart, 2012 (mastersthesis)

**Crowdsourcing for optimisation of deconvolution methods via an iPhone application**
Hochschule Reutlingen, Germany, April 2011 (mastersthesis)

**Model Learning in Robot Control**
Albert-Ludwigs-Universität Freiburg, Germany, 2011 (phdthesis)

**Simulation einer fast kritischen binären Flüssigkeit in einem Temperaturgradienten**
Universität Stuttgart, Stuttgart, 2011 (mastersthesis)

**Struktur dichter ionischer Flüssigkeiten**
Universität Stuttgart, Stuttgart, 2011 (mastersthesis)

**Parallelisierung Stokesscher Dynamik für Graphikprozessoren zur Simulation kolloidaler Suspensionen**
Universität Stuttgart, Stuttgart, 2011 (mastersthesis)

icm
Müller, J.
**Diffusion in Wandnähe**
Universität Stuttgart, Stuttgart, 2011 (mastersthesis)

**Extension to Kernel Dependency Estimation with Applications to Robotics**
Biologische Kybernetik, Technische Universität Berlin, Berlin, November 2005 (phdthesis)

**Geometrical aspects of statistical learning theory**
Biologische Kybernetik, Darmstadt, Darmstadt, November 2005 (phdthesis)