52 results
(View BibTeX file of all listed publications)

**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)

**Gaussian Process Optimization for Self-Tuning Control**
Polytechnic University of Catalonia (BarcelonaTech), October 2015 (mastersthesis)

**Causal Inference for Empirical Time Series Based on the Postulate of Independence of Cause and Mechanism**
*53rd Annual Allerton Conference on Communication, Control, and Computing*, September 2015 (talk)

**From Points to Probability Measures: A Statistical Learning on Distributions with Kernel Mean Embedding**
University of Tübingen, Germany, University of Tübingen, Germany, September 2015 (phdthesis)

**Machine Learning Approaches to Image Deconvolution**
University of Tübingen, Germany, University of Tübingen, Germany, September 2015 (phdthesis)

**Adaptive and Learning Concepts in Hydraulic Force Control**
University of Stuttgart, September 2015 (mastersthesis)

**Object Detection Using Deep Learning - Learning where to search using visual attention**
Eberhard Karls Universität Tübingen, May 2015 (mastersthesis)

**Blind Retrospective Motion Correction of MR Images**
University of Tübingen, Germany, May 2015 (phdthesis)

**Robot Arm Tracking with Random Decision Forests**
Eberhard-Karls-Universität Tübingen, May 2015 (mastersthesis)

**Shape Models of the Human Body for Distributed Inference**
Brown University, May 2015 (phdthesis)

**Independence of cause and mechanism in brain networks**
*DALI workshop on Networks: Processes and Causality*, April 2015 (talk)

**From Scans to Models: Registration of 3D Human Shapes Exploiting Texture Information**
University of Padova, March 2015 (phdthesis)

**Long Range Motion Estimation and Applications**
*Long Range Motion Estimation and Applications*, University of Massachusetts Amherst, University of Massachusetts Amherst, Febuary 2015 (phdthesis)

am
ics
Doerr, A.
**Policy Search for Imitation Learning**
University of Stuttgart, January 2015 (thesis)

**Information-Theoretic Implications of Classical and Quantum Causal Structures **
18th Conference on Quantum Information Processing (QIP), 2015 (talk)

**A Cognitive Brain-Computer Interface for Patients with Amyotrophic Lateral Sclerosis**
Graduate Training Centre of Neuroscience, University of Tübingen, Germany, 2015 (mastersthesis)

**Sequential Image Deconvolution Using Probabilistic Linear Algebra**
Technical University of Munich, Germany, 2015 (mastersthesis)

**Causal Inference in Neuroimaging**
Graduate Training Centre of Neuroscience, University of Tübingen, Germany, 2015 (mastersthesis)

**The effect of frowning on attention**
Graduate Training Centre of Neuroscience, University of Tübingen, Germany, 2015 (mastersthesis)

**The search for single exoplanet transits in the Kepler light curves**
*IAU General Assembly*, 22, pages: 2258352, 2015 (talk)

**Strukturelle und spektroskopische Eigenschaften epitaktischer FeMn/Co Exchange-Bias-Systeme**
Universität Stuttgart, Stuttgart, 2015 (phdthesis)

**Ultraschnelles Vortexkernschalten**
Universität Stuttgart, Stuttgart (und Cuvillier Verlag, Göttingen), 2015 (phdthesis)

**Investigations of unusual hard magnetic MnBi LTP phase, utilizing temperature dependent SQUID-FORC**
Universität Stuttgart, Stuttgart, 2015 (mastersthesis)

**Magnetische Röntgenmikroskopie an Hochtemperatur-Supraleitern**
Universität Stuttgart, Stuttgart (und Cuvillier Verlag, Göttingen), 2015 (phdthesis)

**Voltage-induced magnetic manipulation of a microstructured iron gold multilayer system**
Universität Stuttgart, Stuttgart, 2015 (mastersthesis)

**Transfer of angular momentum from the spin system to the lattice during ultrafast magnetization**
Universität Stuttgart, Stuttgart, 2015 (mastersthesis)

**Ion beam lithographic and multilayer Fresnel zone plates for soft and hard X-rays: Nanofabrication and characterization**
Universität Stuttgart, Stuttgart, 2015 (phdthesis)

**Derivation of phenomenological expressions for transition matrix elements for electron-phonon scattering**
2015 (misc)

**Quantum kinetic theory of ultrafast demagnetization by electron-phonon scattering**
Universität Stuttgart, Stuttgart, 2015 (mastersthesis)

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)

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

**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)

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

**Statistische Lerntheorie und Empirische Inferenz**
*Jahrbuch der Max-Planck-Gesellschaft*, 2004, pages: 377-382, 2004 (misc)

**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)

**Nanoscale Materials for Energy Storage**
*{Materials Science \& Engineering B}*, 108, pages: 292, Elsevier, 2004 (misc)

**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)