110 results
(View BibTeX file of all listed publications)

**Solving Nonlinear Continuous State-Action-Observation POMDPs for Mechanical Systems with Gaussian Noise
**
European Workshop on Reinforcement Learning (EWRL), 2012 (talk)

**Kernel Bellman Equations in POMDPs**
Technical Committee on Infomation-Based Induction Sciences and Machine Learning (IBISML'12), 2012 (talk)

**Beta oscillations propagate as traveling waves in the macaque prefrontal cortex**
42nd Annual Meeting of the Society for Neuroscience (Neuroscience), 2012 (talk)

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

**Mining correlated loci at a genome-wide scale**
Eberhard Karls Universität Tübingen, Germany, 2012 (mastersthesis)

**Estimation of MIMO Closed-Loop Poles using Transfer Function Data**
Eindhoven University of Technology, the Netherlands, 2012 (mastersthesis)

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

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

**Wasserstoffspeicherkapazität poröser Materialien in Kryoadsorptionstanks**
Universität Stuttgart, Stuttgart, 2012 (phdthesis)

**Behandlung stark nichtkollinearer Magnetisierungsstrukturen mit der Spin-Cluster-Entwicklung**
Universität Stuttgart, Stuttgart, 2012 (phdthesis)

**Spinwelleninduziertes Schalten magnetischer Vortexkerne**
Universität Stuttgart, Stuttgart, 2012 (phdthesis)

**Die Stabilität des stromtragenden Zustands in MgB2 Schichten mit modifizierter Mikrostruktur**
Universität Stuttgart, Stuttgart, 2012 (phdthesis)

**Kombinierte oberflächen- und volumensensitive spektro-mikroskopische XMCD-Untersuchungen nanopartikulärer Hybridsysteme**
Universität Stuttgart, Stuttgart, 2012 (phdthesis)

**Directing neural stem cell differentiation using nanopatterned substrates and visualization of the developing nervous system**
Universität Heidelberg, Heidelberg, 2012 (phdthesis)

**Hartmagnetische L10-FePt basierte gro\ssflächige Nanomuster mittels Nanoimprint-Lithografie**
Universität Stuttgart, Stuttgart, 2012 (phdthesis)

ei
Zhou, D.
**Discrete vs. Continuous: Two Sides of Machine Learning**
October 2004 (talk)

ei
Zhou, D.
**Discrete vs. Continuous: Two Sides of Machine Learning**
October 2004 (talk)

**Independent component analysis and beyond**
Biologische Kybernetik, Universität Potsdam, Potsdam, October 2004 (phdthesis)

**Grundlagen von Support Vector Maschinen und Anwendungen in der Bildverarbeitung**
September 2004 (talk)

**The benefit of liquid Helium cooling for Cryo-Electron Tomography: A quantitative
comparative study**
The thirteenth European Microscopy Congress, August 2004 (talk)

**Exploration of combining Echo-State Network Learning with Recurrent Neural Network Learning techniques**
Biologische Kybernetik, International University Bremen, Bremen, Germany, May 2004 (diplomathesis)

**Computational Analysis of Gene Expression Data**
(4), Biologische Kybernetik, March 2004 (phdthesis)

**Learning from Labeled and Unlabeled Data: Semi-supervised Learning and Ranking**
January 2004 (talk)

ei
Bousquet, O.
**Introduction to Category Theory**
Internal Seminar, January 2004 (talk)

**The p53 Oligomerization Domain: Sequence-Structure Relationships and the Design and Characterization of Altered Oligomeric States**
University of Toronto, Canada, University of Toronto, Canada, 2004 (phdthesis)

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

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

ei
Bousquet, O.
**Advanced Statistical Learning Theory**
Machine Learning Summer School, 2004 (talk)

**Investigation of oxide layers in tunnel junctions**
University of Stuttgart, Stuttgart, 2004 (mastersthesis)

**Untersuchung der Desorptionskinetik von Metallhydriden in Bezug auf technische Anwendungen**
Universität Stuttgart, Stuttgart, 2004 (phdthesis)

**Towards Tractable Parameter-Free Statistical Learning (Phd Thesis)**
Department of Computer Science, University of Southern California, Los Angeles, 2004, clmc (phdthesis)

**Dynamik von Wasserstoff in nanokristallinen Systemen**
Universität Stuttgart, Stuttgart, 2004 (phdthesis)

**Inselwachstum auf Festkörperoberflächen unter Ionenbestrahlung**
Universität Stuttgart, Stuttgart, 2004 (phdthesis)

**Flusslinienverankerung in HTSL-Schichten mit kontrollierter Defektstruktur im Nanometerbereich**
Universität Stuttgart, Stuttgart, 2004 (phdthesis)

**Investigation of the stability of metals on polymers**
University of Stuttgart, Stuttgart, 2004 (mastersthesis)

**Flusslinienverankerung in Hochtemperatursupraleitern auf nanostrukturierten Substraten**
Universität Stuttgart, Stuttgart, 2004 (mastersthesis)

**Ionenstreuung mit Monolagen-Tiefenauflösung**
Universität Stuttgart, Stuttgart, 2004 (mastersthesis)

**Untersuchungen zum Magnetismus von Clustern und Nanopartikeln und zum Einfluss der Wechselwirkung mit ihrer Umgebung**
Julius-Maximilians-Universität Würzburg, Würzburg, 2004 (phdthesis)

**Nonlinear Multivariate Analysis with Geodesic Kernels**
Biologische Kybernetik, Technische Universität Berlin, February 2002 (diplomathesis)

ei
Bousquet, O.
**Transductive Learning: Motivation, Models, Algorithms**
January 2002 (talk)

**Concentration Inequalities and Empirical Processes Theory Applied to the Analysis of Learning Algorithms**
Biologische Kybernetik, Ecole Polytechnique, 2002 (phdthesis) Accepted

**Support Vector Machines: Induction Principle, Adaptive Tuning and Prior Knowledge**
Biologische Kybernetik, 2002 (phdthesis)

**Untersuchungen zur Spindynamik in nanostrukturierten ferromagnetischen Schichtsystemen**
Universität Stuttgart, Stuttgart, 2002 (mastersthesis)

**Magnetic Imaging of Nanostructured Systems with Transmission X-Ray Microscopy**
Bayrische Julius-Maximilians-Universität Würzburg, Würzburg, 2002 (phdthesis)

**Ab-initio Berechnung der Spinwellenspektren von Eisen, Kobalt und Nickel**
Universität Stuttgart, Stuttgart, 2002 (phdthesis)

**Kernspinresonanzuntersuchungen zur Diffusion von Wasserstoff in kubischen Lavesphasen**
Universität Stuttgart, Stuttgart, 2002 (phdthesis)

**Analyse der elektronischen Struktur von Metallen und intermetallischen Verbindungen im Rahmen der Dichtefunktionaltheorie**
Universität Stuttgart, Stuttgart, 2002 (phdthesis)

**Ab-initio Untersuchung der magnetischen Anregungen von dünnen bcc-Fe(110)-Schichten und der Druckabhängigkeit der magnetischen Anregungen von bcc-Fe**
Universität Stuttgart, Stuttgart, 2002 (mastersthesis)