52 results
(View BibTeX file of all listed publications)

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

**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)

**Some Theoretical Aspects of Human Categorization Behavior: Similarity and Generalization**
Biologische Kybernetik, Eberhard-Karls-Universität Tübingen, Tübingen, Germany, November 2007, passed with "ausgezeichnet", summa cum laude, published online (phdthesis)

**Statistical Learning Theory Approaches to Clustering**
Biologische Kybernetik, Eberhard-Karls-Universität Tübingen, Tübingen, Germany, November 2007 (diplomathesis)

**Learning with Transformation Invariant Kernels**
(165), Max Planck Institute for Biological Cybernetics, Tübingen, Germany, September 2007 (techreport)

**Scalable Semidefinite Programming using Convex Perturbations**
(TR-07-47), University of Texas, Austin, TX, USA, September 2007 (techreport)

**Sparse Multiscale Gaussian Process Regression**
(162), Max Planck Institute for Biological Cybernetics, Tübingen, Germany, August 2007 (techreport)

**Efficient Subwindow Search for Object Localization**
(164), Max Planck Institute for Biological Cybernetics, Tübingen, Germany, August 2007 (techreport)

**Error Correcting Codes for the P300 Visual Speller**
Biologische Kybernetik, Eberhard-Karls-Universität Tübingen, Tübingen, Germany, July 2007 (diplomathesis)

**Cluster Identification in Nearest-Neighbor Graphs**
(163), Max-Planck-Institute for Biological Cybernetics, Tübingen, Germany, May 2007 (techreport)

**Nonparametric Bayesian Discrete Latent Variable Models for Unsupervised Learning**
Biologische Kybernetik, Technische Universität Berlin, Berlin, Germany, April 2007, published online (phdthesis)

**Dirichlet Mixtures of Bayesian Linear Gaussian State-Space Models: a Variational Approach**
(161), Max Planck Institute for Biological Cybernetics, Tübingen, Germany, March 2007 (techreport)

**Applications of Kernel Machines to Structured Data**
Biologische Kybernetik, Technische Universität Berlin, Berlin, Germany, March 2007, passed with "sehr gut", published online (phdthesis)

**A priori Knowledge from Non-Examples**
Biologische Kybernetik, Eberhard-Karls-Universität Tübingen, Tübingen, Germany, March 2007 (diplomathesis)

**Automatic 3D Face Reconstruction from Single Images or Video**
(160), Max Planck Institute for Biological Cybernetics, Tübingen, Germany, February 2007 (techreport)

**Machine Learning for Mass Production and Industrial Engineering**
Biologische Kybernetik, Eberhard-Karls-Universität Tübingen, Tübingen, Germany, February 2007 (phdthesis)

**Development of a Brain-Computer Interface Approach Based on Covert Attention to Tactile Stimuli**
University of Tübingen, Germany, University of Tübingen, Germany, January 2007 (diplomathesis)

**A Machine Learning Approach for Estimating the Attenuation Map for a Combined PET/MR Scanner**
Biologische Kybernetik, Max-Planck Institute for Biological Cybernetics, Tübingen, Germany, 2007 (diplomathesis)

**Relative Entropy Policy Search**
*CLMC Technical Report: TR-CLMC-2007-2*, Computational Learning and Motor Control Lab, Los Angeles, CA, 2007, clmc (techreport)

**On the theory of magnetization dynamics of non-collinear spin systems in the s-d model**
Universität Stuttgart, Stuttgart, 2007 (mastersthesis)

**Zur ab-initio Elektronentheorie des Magnetismus bei endlichen Temperaturen**
Universität Stuttgart, Stuttgart, 2007 (mastersthesis)

**Röntgenzirkulardichroische Untersuchungen an ferromagnetischen verdünnten Halbleitersystemen**
Universität Stuttgart, Stuttgart, 2007 (mastersthesis)

**Low-dimensional Fe on vicinal Ir(997): Growth and magnetic properties**
Universität Stuttgart, Stuttgart, 2007 (mastersthesis)

**Micromagnetic simulations of switching processes and the role of thermal fluctuations**
Universität Stuttgart, Stuttgart, 2007 (mastersthesis)

**Physisorption von Wasserstoff in neuen Materialien mit gro\sser spezifischer Oberfläche**
Universität Bonn, Bonn, 2007 (mastersthesis)

**Towards spin injection into silicon**
Universität Stuttgart, Stuttgart, 2007 (phdthesis)

**Bestimmung der kritischen Schichtdicken ferromagnetischer Plättchen für Eindomänenverhalten**
Universität Stuttgart, Stuttgart, 2007 (mastersthesis)

**Zeitaufgelöste Röntgenmikroskopie an magnetischen Mikrostrukturen**
Universität Stuttgart, Stuttgart, 2007 (phdthesis)

**Vortex dynamics studied by time-resolved X-ray microscopy**
Universität Stuttgart, Stuttgart, 2007 (phdthesis)

**Resonante magnetische Reflektometrie an Ferromagnet/Paramagnet Heterostrukturen**
Universität Stuttgart, Stuttgart, 2007 (mastersthesis)

**Herstellung und Charakterisierung dünner Niob-Schichten auf verschiedenen Substraten**
Universität Stuttgart, Stuttgart, 2007 (mastersthesis)

**Formation of hard magnetic L10-FePt/FePd monolayers from elemental multilayers**
Universität Stuttgart, Stuttgart, 2007 (phdthesis)

**Learning an Outlier-Robust Kalman Filter**
*CLMC Technical Report: TR-CLMC-2007-1*, Los Angeles, CA, 2007, clmc (techreport)

**Zur ab-initio Elektronentheorie stark nichtkollinearer Spinsysteme**
Universität Stuttgart, Stuttgart, 2007 (mastersthesis)

**Theorie der Kernspektroskopie mit zirkular polarisierter Gammastrahlung**
Universität Stuttgart, Stuttgart, 2007 (mastersthesis)

**Untersuchung der Adsorption von Wasserstoff in porösen Materialien**
Universität Stuttgart, Stuttgart, 2007 (mastersthesis)