46 results
(View BibTeX file of all listed publications)

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

**Implications of Action-Oriented Paradigm Shifts in Cognitive Science**
In *The Pragmatic Turn - Toward Action-Oriented Views in Cognitive Science*, 18, pages: 333-356, 20, Strüngmann Forum Reports, vol. 18, J. Lupp, series editor, (Editors: Andreas K. Engel and Karl J. Friston and Danica Kragic), The MIT Press, 18th Ernst Strüngmann Forum, May 2016 (incollection) In press

**Learning Action-Perception Cycles in Robotics: A Question of Representations and Embodiment**
In *The Pragmatic Turn - Toward Action-Oriented Views in Cognitive Science*, 18, pages: 309-320, 18, Strüngmann Forum Reports, vol. 18, J. Lupp, series editor, (Editors: Andreas K. Engel and Karl J. Friston and Danica Kragic), The MIT Press, 18th Ernst Strüngmann Forum, May 2016 (incollection) In press

**Supplemental material for ’Communication Rate Analysis for Event-based State Estimation’**
Max Planck Institute for Intelligent Systems, January 2016 (techreport)

**Nonlinear functional causal models for distinguishing cause from effect**
In *Statistics and Causality: Methods for Applied Empirical Research*, pages: 185-201, 8, 1st, (Editors: Wolfgang Wiedermann and Alexander von Eye), John Wiley & Sons, Inc., 2016 (inbook)

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

**A cognitive brain–computer interface for patients with amyotrophic lateral sclerosis**
In *Brain-Computer Interfaces: Lab Experiments to Real-World Applications*, 228(Supplement C):221-239, 8, Progress in Brain Research, (Editors: Damien Coyle), Elsevier, 2016 (incollection)

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

**Locally Weighted Regression for Control**
In *Encyclopedia of Machine Learning and Data Mining*, pages: 1-14, Springer US, Boston, MA, 2016 (inbook)

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

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

**Popper, Falsification and the VC-dimension**
(145), Max Planck Institute for Biological Cybernetics, November 2005 (techreport)

**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)

**Implicit Surfaces For Modelling
Human Heads**
Biologische Kybernetik, Eberhard-Karls-Universität, Tübingen, September 2005 (diplomathesis)

**Machine Learning Methods for Brain-Computer Interdaces**
Biologische Kybernetik, University of Darmstadt, September 2005 (phdthesis)

**A Combinatorial View of Graph Laplacians**
(144), Max Planck Institute for Biological Cybernetics, Tübingen, Germany, August 2005 (techreport)

**Beyond Pairwise Classification and Clustering Using Hypergraphs**
(143), Max Planck Institute for Biological Cybernetics, August 2005 (techreport)

**Measuring Statistical Dependence with Hilbert-Schmidt Norms**
(140), Max Planck Institute for Biological Cybernetics, Tübingen, Germany, June 2005 (techreport)

**Efficient Adaptive Sampling of the Psychometric Function by Maximizing Information Gain**
Biologische Kybernetik, Eberhard-Karls University Tübingen, Tübingen, Germany, May 2005 (diplomathesis)

**Approximate Inference for Robust Gaussian Process Regression**
(136), Max Planck Institute for Biological Cybernetics, Tübingen, Germany, 2005 (techreport)

**Support Vector Machines and Kernel Algorithms**
In *Encyclopedia of Biostatistics (2nd edition), Vol. 8*, 8, pages: 5328-5335, (Editors: P Armitage and T Colton), John Wiley & Sons, NY USA, 2005 (inbook)

**Visual perception
I: Basic principles**
In *Handbook of Cognition*, pages: 3-47, (Editors: Lamberts, K. , R. Goldstone), Sage, London, 2005 (inbook)

**Maximum-Margin Feature Combination
for Detection and Categorization**
Max Planck Institute for Biological Cybernetics, Tübingen, Germany, 2005 (techreport)

**Towards a Statistical Theory of Clustering. Presented at the PASCAL workshop on clustering, London**
Presented at the PASCAL workshop on clustering, London, 2005 (techreport)

**Approximate Bayesian Inference for Psychometric Functions using MCMC Sampling**
(135), Max Planck Institute for Biological Cybernetics, Tübingen, Germany, 2005 (techreport)

**Linear and Nonlinear Estimation models applied to Hemodynamic Model**
*Technical Report-2005-1*, Computational Action and Vision Lab University of Minnesota, 2005, clmc (techreport)

**Untersuchung über die Grenzflächenmagnetisierung an (FM) Kobalt- und (AFM) Eisen-Mangan-Schichten**
Stuttgart, Universität Stuttgart, 2005 (mastersthesis)

**Geckobot and waalbot: Small-scale wall climbing robots**
In *Infotech@ Aerospace*, pages: 6940, 2005 (incollection)

**An Introduction to Kernel-Based Learning Algorithms**
In *Handbook of Neural Network Signal Processing*, 4, (Editors: Yu Hen Hu and Jang-Neng Hwang), CRC Press, 2000 (inbook)

**Biomimetic gaze stabilization**
In *Robot learning: an Interdisciplinary approach*, pages: 31-52, (Editors: Demiris, J.;Birk, A.), World Scientific, 2000, clmc (inbook)

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

**Age-momentum correlation (AMOC)**
In *Construction and Use of an Intense Positron Source at new Linac Facilities in Germany*, FZR-295, pages: 44-49, Wissenschaftlich-Technische Berichte, 2000 (incollection)

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

**MeV Positron Beams**
In *Positron Beams and Their Applications*, pages: 237-257, World Scientific, Singapore, 2000 (incollection)

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

**Critical behaviour of V2H in a defective near-surface skin layer**
In *Exploration of Subsurface Phenomena by Particle Scattering*, pages: 155-164, International Advanced Studies Institute IASI Press, North East/MD, 2000 (incollection)

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

**Learning passive motor control strategies with genetic algorithms**
In *1992 Lectures in complex systems*, pages: 913-918, (Editors: Nadel, L.;Stein, D.), Addison-Wesley, Redwood City, CA, 1993, clmc (inbook)

**A genetic algorithm for evolution from an ecological perspective**
In *1992 Lectures in Complex Systems*, pages: 223-231, (Editors: Nadel, L.;Stein, D.), Addison-Wesley, Redwood City, CA, 1993, clmc (inbook)