98 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)

**Magnetische Röntgenmikroskopie zur Untersuchung des lokalen Stromtransports in Supraleitern**
Universität Stuttgart, Stuttgart (und Verlag Dr. Hut, München), 2020 (phdthesis)

**Interaction of hydrogen isotopes with flexible metal-organic frameworks**
Universität Stuttgart, Stuttgart, 2020 (mastersthesis)

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

**Electronics, Software and Analysis of a Bioinspired Sensorized Quadrupedal Robot**
Technische Universität München, 2020 (mastersthesis)

**Spin-Bahn-Effekte in der Vortexdynamik und kürzeste Spinwellen in Y3Fe5O12**
Universität Stuttgart, Stuttgart (und Cuvillier Verlag, Göttingen), 2020 (phdthesis)

**Towards Geometric Understanding of Motion**
University of Tübingen, December 2019 (phdthesis)

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

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

**Reinforcement Learning for a Two-Robot Table Tennis Simulation**
RWTH Aachen University, Germany, July 2019 (mastersthesis)

**The acoustic hologram and particle manipulation with structured acoustic fields**
Karlsruher Institut für Technologie (KIT), May 2019 (phdthesis)

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

**X-ray microscopic characterization of high-Tc-supercoductors using image processing**
Universität Stuttgart, Stuttgart, 2019 (mastersthesis)

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

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

**Ferromagnetic colloids in liquid crystal solvents**
Universität Stuttgart, Stuttgart, 2019 (phdthesis)

**Fluctuating interface with a pinning potential**
Universität Stuttgart, Stuttgart, 2019 (mastersthesis)

**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)

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

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

**Controlling pattern formation in the confined Schnakenberg model**
Universität Stuttgart, Stuttgart, 2019 (mastersthesis)

**Dynamics of self-propelled colloids and their application as active matter**
University of Groningen, Zernike Institute for Advanced Materials, 2019 (phdthesis)

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

**High-density hydrogen monolayer formation and isotope diffusion in porous media**
Universität Stuttgart, Stuttgart, 2019 (phdthesis)

**Learning-based Approximate Model Predictive Control with Guarantees - Joining Neural Networks with Recent Robust MPC**
ETH Zürich, 2019 (mastersthesis)

**Interfaces in fluids of ionic liquid crystals**
Universität Stuttgart, Stuttgart, 2019 (phdthesis)

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

**Non-parametric Models for Structured Data and Applications to Human Bodies and Natural Scenes**
ETH Zurich, July 2016 (phdthesis)

**Diffusion im Zentrifugalpotential**
Universität Stuttgart, Stuttgart, 2016 (mastersthesis)

**Tractable Structured Prediction using the Permutohedral Lattice**
ETH Zurich, 2016 (phdthesis)

**Advances in computational imaging: Benchmarking Deblurring Algorithms, Deep Neural Inpainting, Depth Estimation from Light Fields**
Eberhard Karls Universität Tübingen, Germany, 2016 (phdthesis)

**Statische und dynamische Magnetisierungseigenschaften nanoskaliger Überstrukturen**
Universität Stuttgart, Stuttgart (und Cuvillier Verlag, Göttingen), 2016 (phdthesis)

**Electromagnetic radiation in complex environments: Many body systems and background medium**
Universität Stuttgart, Stuttgart, 2016 (mastersthesis)

**Screening Rules for Convex Problems**
2016 (unpublished) Submitted

**Theory of enantiomer separation by external fields**
Universität Stuttgart, Stuttgart, 2016 (mastersthesis)

**General properties of ionic complex fluids**
Universität Stuttgart, Stuttgart, 2016 (phdthesis)

**Wedge wetting by an electrolyte solution**
Universität Stuttgart, Stuttgart, 2016 (mastersthesis)

**Untersuchung des Beitrages von Elektron-Magnon Streuungen zur ultraschnellen Entmagnetisierung nach Femtosekunden Laserbestrahlung ferromagnetischer Filme**
Universität Stuttgart, Stuttgart, 2016 (phdthesis)

**Gepinnte Bahnmomente in magnetischen Heterostrukturen**
Universität Stuttgart, Stuttgart (und Cuvillier Verlag, Göttingen), 2016 (phdthesis)

**Austauschgekoppelte Moden in magnetischen Vortexstrukturen**
Universität Stuttgart, Stuttgart, 2016 (phdthesis)

**Density matrix calculations for the ultrafast demagnetization after femtosecond laser pulses**
Universität Stuttgart, Stuttgart, 2016 (mastersthesis)

**Electric field manipulation of perpendicular magnetic anisotropy in microstructured Cobalt-Iron-Boron Magnesium Oxide thin film systems**
Universität Stuttgart, Stuttgart, 2016 (mastersthesis)

**Deep Learning for Diabetic Retinopathy Diagnostics**
Heidelberg University, 2016 (mastersthesis)

**Helium und Hydrogen Isotope Adsorption and Separation in Metal-Organic Frameworks**
Universität Stuttgart, Stuttgart (und Cuvillier Verlag, Göttingen), 2016 (phdthesis)

**easyGWAS: An Integrated Computational Framework for Advanced Genome-Wide Association Studies**
Eberhard Karls Universität Tübingen, November 2015 (phdthesis)

**Causal Discovery Beyond Conditional Independences**
Eberhard Karls Universität Tübingen, Germany, October 2015 (phdthesis)