65 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

**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)

**Prediction of Protein Function from Networks**
In *Semi-Supervised Learning*, pages: 361-376, Adaptive Computation and Machine Learning, (Editors: Chapelle, O. , B. Schölkopf, A. Zien), MIT Press, Cambridge, MA, USA, November 2006 (inbook)

**Discrete Regularization**
In *Semi-supervised Learning*, pages: 237-250, Adaptive computation and machine learning, (Editors: O Chapelle and B Schölkopf and A Zien), MIT Press, Cambridge, MA, USA, November 2006 (inbook)

**Kernel PCA for Image Compression**
Biologische Kybernetik, Eberhard-Karls-Universität, Tübingen, Germany, April 2006 (diplomathesis)

**Gaussian Process Models for Robust Regression, Classification, and Reinforcement Learning**
Biologische Kybernetik, Technische Universität Darmstadt, Darmstadt, Germany, March 2006, passed with distinction, published online (phdthesis)

**Combining a Filter Method with SVMs**
In *Feature Extraction: Foundations and Applications, Studies in Fuzziness and Soft Computing, Vol. 207*, pages: 439-446, Studies in Fuzziness and Soft Computing ; 207, (Editors: I Guyon and M Nikravesh and S Gunn and LA Zadeh), Springer, Berlin, Germany, 2006 (inbook)

**Embedded methods**
In *Feature Extraction: Foundations and Applications*, pages: 137-165, Studies in Fuzziness and Soft Computing ; 207, (Editors: Guyon, I. , S. Gunn, M. Nikravesh, L. A. Zadeh), Springer, Berlin, Germany, 2006 (inbook)

**NONLINEAR OPTICAL PROPERTIES OF CHIRAL LIQUIDS Electric-dipolar pseudoscalars in nonlinear optics**
In *NON-LINEAR OPTICAL PROPERTIES OF MATTER: FROM MOLECULES TO CONDENSED PHASES*, 1, pages: 359-381, Challenges and Advances in Computational Chemistry and Physics, 2006 (incollection)

**Winkel- und Temperaturabhängigkeit der magnetokristallinen Anisotropieenergie und der mikroskopischen magnetischen Momente des ferromagnetischen Halbmetalls CrO2**
Universität Würzburg, Würzburg, 2006 (phdthesis)

**Elektronentheorie der magnetischen EXAFS**
Universität Stuttgart, Stuttgart, 2006 (mastersthesis)

**Approximate nearest neighbor regression in very high dimensions**
In *Nearest-Neighbor Methods in Learning and Vision*, pages: 103-142, (Editors: Shakhnarovich, G.;Darrell, T.;Indyk, P.), Cambridge, MA: MIT Press, 2006, clmc (inbook)

**Elektronenspektroskopie an Übergangsmetallclustern**
Bayerische Julius-Maximilians-Universität, Würzburg, 2006 (phdthesis)

**Hydrogen storage by physisorption on porous materials**
Universität Stuttgart, Stuttgart, 2006 (phdthesis)

**Resonante magnetische Röntgenuntersuchungen an einem Co/Cu/Co-Schichtsystem und an Platinlegierungen**
Universität Stuttgart, Stuttgart, 2006 (phdthesis)

**Theory of magnetic x-ray reflectometry on the Co2Pt7 multilayer system**
Universität Stuttgart, Stuttgart, 2006 (mastersthesis)

**Magnetischer zirkularer Röntgendichroismus an Übergangsmetalloxiden**
Universität Stuttgart, Stuttgart, 2006 (mastersthesis)

**Contributions to the theory of x-ray magnetic dichroism**
Universität Stuttgart, Stuttgart, 2006 (mastersthesis)

**Theorie des dichroischen magnetischen Effektes bei der Zweiphotonenabsorption und Anwendung in der magnetischen Mikroskopie**
Universität Stuttgart, Stuttgart, 2006 (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)

**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)

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

**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)

**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)

**Distributed Command Execution**
In *BSD Hacks: 100 industrial-strength tips & tools*, pages: 152-152, (Editors: Lavigne, Dru), O’Reilly, Beijing, May 2004 (inbook)

**Gaussian Processes in Machine Learning**
In 3176, pages: 63-71, Lecture Notes in Computer Science, (Editors: Bousquet, O., U. von Luxburg and G. Rätsch), Springer, Heidelberg, 2004, Copyright by Springer (inbook)

**Protein Classification via Kernel Matrix Completion**
In pages: 261-274, (Editors: Schoelkopf, B., K. Tsuda and J.P. Vert), MIT Press, Cambridge, MA; USA, 2004 (inbook)

**Statistical Learning with Similarity and Dissimilarity Functions**
pages: 1-166, Technische Universität Berlin, Germany, Technische Universität Berlin, Germany, 2004 (phdthesis)

**Introduction to Statistical Learning Theory**
In Lecture Notes in Artificial Intelligence 3176, pages: 169-207, (Editors: Bousquet, O., U. von Luxburg and G. Rätsch), Springer, Heidelberg, Germany, 2004 (inbook)

**A Primer on Kernel Methods**
In *Kernel Methods in Computational Biology*, pages: 35-70, (Editors: B Schölkopf and K Tsuda and JP Vert), MIT Press, Cambridge, MA, USA, 2004 (inbook)

**Classification and Feature Extraction in Man and Machine**
Biologische Kybernetik, University of Tübingen, Germany, 2004, online publication (phdthesis)

**Concentration Inequalities**
In Lecture Notes in Artificial Intelligence 3176, pages: 208-240, (Editors: Bousquet, O., U. von Luxburg and G. Rätsch), Springer, Heidelberg, Germany, 2004 (inbook)