Ihler, A. T., Janzing, D.
Proceedings of the Thirty-Second Conference on Uncertainty in Artificial Intelligence (UAI)
pages: 869, AUAI Press, June 2016 (proceedings)
Köhler, R.
Advances in computational imaging: Benchmarking Deblurring Algorithms, Deep Neural Inpainting, Depth Estimation from Light Fields
Eberhard Karls Universität Tübingen, Germany, 2016 (phdthesis)
Kiefel, M.
Tractable Structured Prediction using the Permutohedral Lattice
ETH Zurich, 2016 (phdthesis)
Shervashidze, N.
Scalable graph kernels
Eberhard Karls Universität Tübingen, Germany, October 2012 (phdthesis)
Kober, J.
Learning Motor Skills: From Algorithms to Robot Experiments
Technische Universität Darmstadt, Germany, March 2012 (phdthesis)
Gomez Rodriguez, M.
Structure and Dynamics of Diffusion Networks
Department of Electrical Engineering, Stanford University, 2012 (phdthesis)
Hirsch, M.
Blind Deconvolution in Scientific Imaging & Computational Photography
Eberhard Karls Universität Tübingen, Germany, 2012 (phdthesis)
Peters, J.
Restricted structural equation models for causal inference
ETH Zurich, Switzerland, 2012 (phdthesis)
Langs, G., Rish, I., Grosse-Wentrup, M., Murphy, B.
Machine Learning and Interpretation in Neuroimaging - Revised Selected and Invited Contributions
pages: 266, Springer, Heidelberg, Germany, International Workshop, MLINI, Held at NIPS, 2012, Lecture Notes in Computer Science, Vol. 7263 (proceedings)
Panagiotaki, E., O’Donnell, L., Schultz, T., Zhang, G.
MICCAI, Workshop on Computational Diffusion MRI, 2012 (electronic publication)
15th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Workshop on Computational Diffusion MRI , 2012 (proceedings)
Jegelka, S.
Combinatorial Problems with Submodular Coupling in Machine Learning and Computer Vision
ETH Zürich, Switzerland, 2012 (phdthesis)
Hooge, J.
Automatische Seitenkettenzuordnung zur NMR Proteinstrukturaufklärung mittels ganzzahliger linearer Programmierung
University of Tübingen, Germany, 2012 (diplomathesis)
Klenske, E. D.
Nonparametric System Identification and Control for Periodic Error Correction in Telescopes
University of Stuttgart, 2012 (diplomathesis)
Nickisch, H.
Bayesian Inference and Experimental Design for Large Generalised Linear Models
Biologische Kybernetik, Technische Universität Berlin, Berlin, Germany, September 2010 (phdthesis)
Zscheischler, J.
Inferring High-Dimensional Causal Relations using Free Probability Theory
Humboldt Universität Berlin, Germany, August 2010 (diplomathesis)
Shelton, J.
Semi-supervised Subspace Learning and Application to Human Functional Magnetic Brain Resonance Imaging Data
Biologische Kybernetik, Eberhard Karls Universität, Tübingen, Germany, July 2010 (diplomathesis)
Mantlik, F.
Quantitative Evaluation of MR-based Attenuation Correction for Positron Emission Tomography (PET)
Biologische Kybernetik, Universität Mannheim, Germany, March 2010 (diplomathesis)
Guyon, I., Janzing, D., Schölkopf, B.
JMLR Workshop and Conference Proceedings: Volume 6
pages: 288, MIT Press, Cambridge, MA, USA, Causality: Objectives and Assessment (NIPS Workshop) , February 2010 (proceedings)
Rakitsch, B.
Finding Gene-Gene Interactions using Support Vector Machines
Eberhard Karls Universität Tübingen, Germany, 2010 (diplomathesis)
Schweikert, G.
Accurate Prediction of Protein-Coding Genes with Discriminative Learning Techniques
Technische Universität Berlin, Germany, 2010 (phdthesis)
Hofmann, M.
Quantitative Positron Emission Tomography with a Combined PET/MR System
University of Oxford, UK, 2010 (phdthesis)
Georgii, E.
Structural and Relational Data Mining for Systems Biology Applications
Eberhard Karls Universität Tübingen, Germany , 2010 (phdthesis)
Macke, J.
Population Coding in the Visual System: Statistical Methods and Theory
Eberhard Karls Universität Tübingen, Germany, 2010 (phdthesis)
Gerwinn, S.
Bayesian Methods for Neural Data Analysis
Eberhard Karls Universität Tübingen, Germany, 2010 (phdthesis)
Maier, M.
Clustering with Neighborhood Graphs
Universität des Saarlandes, Saarbrücken, Germany, 2010 (phdthesis)
Köhler, R.
Detecting the mincut in sparse random graphs
Eberhard Karls Universität Tübingen, Germany, 2010 (diplomathesis)
Martens, S.
A wider view on encoding and decoding in the visual brain-computer interface speller system
Eberhard Karls Universität Tübingen, Germany, 2010 (phdthesis)