159 results
(View BibTeX file of all listed publications)

**BCPy2000**
Workshop "Machine Learning Open-Source Software" at NIPS, December 2008 (talk)

**Logistic Regression for Graph Classification**
NIPS Workshop on "Structured Input - Structured Output" (NIPS SISO), December 2008 (talk)

**New Projected Quasi-Newton Methods with Applications**
Microsoft Research Tech-talk, December 2008 (talk)

**Modelling contrast discrimination data suggest both the pedestal effect and stochastic resonance to be caused by the same mechanism**
*Journal of Vision*, 8(15):1-21, November 2008 (article)

**Frequent Subgraph Retrieval in Geometric Graph Databases**
(180), Max-Planck Institute for Biological Cybernetics, Tübingen, Germany, November 2008 (techreport)

**gBoost: A Mathematical Programming Approach to Graph Classification and Regression**
*Machine Learning*, 75(1):69-89, November 2008 (article)

**Machine Learning for Motor Skills in Robotics**
*K{\"u}nstliche Intelligenz*, 2008(4):41-43, November 2008 (article)

**Kernels, Regularization and Differential Equations**
*Pattern Recognition*, 41(11):3271-3286, November 2008 (article)

**Simultaneous Implicit Surface
Reconstruction and Meshing**
(179), Max-Planck Institute for Biological Cybernetics, Tübingen, Germany, November 2008 (techreport)

**Taxonomy Inference Using Kernel Dependence
Measures**
(181), Max-Planck Institute for Biological Cybernetics, Tübingen, Germany, November 2008 (techreport)

**Mixture Models for Protein Structure Ensembles**
*Bioinformatics*, 24(19):2184-2192, October 2008 (article)

**Structure of the human voltage-dependent anion channel**
*Proceedings of the National Academy of Sciences of the United States of America*, 105(40):15370-15375, October 2008 (article)

**MRI-Based Attenuation Correction for PET/MRI: A Novel Approach Combining Pattern Recognition and Atlas Registration**
*Journal of Nuclear Medicine*, 49(11):1875-1883, October 2008 (article)

**MR-Based PET Attenuation Correction: Initial Results for Whole Body**
Medical Imaging Conference, October 2008 (talk)

**Support Vector Machines and Kernels for Computational Biology**
*PLoS Computational Biology*, 4(10: e1000173):1-10, October 2008 (article)

**Approximations for Binary Gaussian Process Classification**
*Journal of Machine Learning Research*, 9, pages: 2035-2078, October 2008 (article)

**Nonparametric Indepedence Tests: Space Partitioning and Kernel Approaches**
19th International Conference on Algorithmic Learning Theory (ALT08), October 2008 (talk)

**Accurate NMR Structures Through Minimization of an Extended Hybrid Energy**
*Structure*, 16(9):1305-1312, September 2008 (article)

**Similarity, Kernels, and the Triangle Inequality**
*Journal of Mathematical Psychology*, 52(5):297-303, September 2008 (article)

**Comparison of Pattern Recognition Methods in Classifying High-resolution BOLD Signals Obtained at High Magnetic Field in Monkeys**
*Magnetic Resonance Imaging*, 26(7):1007-1014, September 2008 (article)

**Large Scale Variational Inference and Experimental Design for Sparse Generalized Linear Models**
(175), Max-Planck Institute for Biological Cybernetics, Tübingen, Germany, September 2008 (techreport)

**Block-Iterative Algorithms for
Non-Negative Matrix Approximation**
(176), Max-Planck Institute for Biological Cybernetics, Tübingen, Germany, September 2008 (techreport)

**A Single-shot Measurement of the Energy of Product States in a Translation Invariant Spin Chain Can Replace Any Quantum Computation**
*New Journal of Physics*, 10(093004):1-18, September 2008 (article)

**Approximation Algorithms for Bregman
Clustering Co-clustering and Tensor Clustering**
(177), Max-Planck Institute for Biological Cybernetics, Tübingen, Germany, September 2008 (techreport)

**Reinforcement Learning for Motor Primitives**
Biologische Kybernetik, University of Stuttgart, Stuttgart, Germany, August 2008 (diplomathesis)

**Voluntary Brain Regulation and Communication with ECoG-Signals**
*Epilepsy and Behavior*, 13(2):300-306, August 2008 (article)

**Combining Appearance and Motion for Human
Action Classification in Videos**
(174), Max-Planck-Institute for Biological Cybernetics, Tübingen, Germany, August 2008 (techreport)

**Asymmetries of Time Series under Inverting their Direction**
Biologische Kybernetik, University of Heidelberg, August 2008 (diplomathesis)

**Multi-class Common Spatial Pattern and Information Theoretic Feature Extraction**
*IEEE Transactions on Biomedical Engineering*, 55(8):1991-2000, August 2008 (article)

**Example-based Learning for Single-image
Super-resolution and JPEG Artifact Removal**
(173), Max-Planck-Institute for Biological Cybernetics, Tübingen, Germany, August 2008 (techreport)

**mGene: A Novel Discriminative Gene Finder**
Worm Genomics and Systems Biology meeting, July 2008 (talk)

**Learning an Interest Operator from Human Eye Movements**
Biologische Kybernetik, Eberhard-Karls-Universität Tübingen, Tübingen, Germany, July 2008 (phdthesis)

**Discovering Common Sequence Variation in
Arabidopsis thaliana**
16th Annual International Conference Intelligent Systems for Molecular Biology (ISMB), July 2008 (talk)

**CogRob 2008: The 6th International Cognitive Robotics Workshop**
*Proceedings of the 6th International Cognitive Robotics Workshop (CogRob 2008)*, pages: 35, Patras University Press, Patras, Greece, 6th International Cognitive Robotics Workshop (CogRob), July 2008 (proceedings)

**Coding Theory in Brain-Computer Interfaces**
Soria Summerschool on Computational Mathematics "Algebraic Coding Theory" (S3CM), July 2008 (talk)

**At-TAX: A Whole Genome Tiling Array Resource for Developmental Expression Analysis and Transcript Identification in Arabidopsis thaliana**
*Genome Biology*, 9(7: R112):1-16, July 2008 (article)

**Motor Skill Learning for Cognitive Robotics**
6th International Cognitive Robotics Workshop (CogRob), July 2008 (talk)

**Painless Embeddings of Distributions: the Function Space View (Part 1)**
25th International Conference on Machine Learning (ICML), July 2008 (talk)

**Reinforcement Learning for Robotics**
8th European Workshop on Reinforcement Learning for Robotics (EWRL), July 2008 (talk)

**Unsupervised Bayesian Time-series Segmentation based on Linear Gaussian State-space Models**
(171), Max-Planck-Institute for Biological Cybernetics, Tübingen, Germany, June 2008 (techreport)

**A New Non-monotonic Gradient Projection Method for the Non-negative Least Squares Problem**
(TR-08-28), University of Texas, Austin, TX, USA, June 2008 (techreport)

**Graphical Analysis of NMR Structural Quality and Interactive Contact Map of NOE Assignments in ARIA**
*BMC Structural Biology*, 8(30):1-5, June 2008 (article)

**Kernel Methods in Machine Learning**
*Annals of Statistics*, 36(3):1171-1220, June 2008 (article)

**Cross-validation Optimization for Large Scale Structured Classification Kernel Methods**
*Journal of Machine Learning Research*, 9, pages: 1147-1178, June 2008 (article)

**Non-monotonic Poisson Likelihood Maximization**
(170), Max-Planck Institute for Biological Cybernetics, Tübingen, Germany, June 2008 (techreport)

**Thin-Plate Splines Between Riemannian Manifolds**
Workshop on Geometry and Statistics of Shapes, June 2008 (talk)

**Reinforcement Learning of Motor Skills with Policy Gradients**
*Neural Networks*, 21(4):682-697, May 2008 (article)

**Information Consistency of Nonparametric Gaussian Process Methods**
*IEEE Transactions on Information Theory*, 54(5):2376-2382, May 2008 (article)

**Learning resolved velocity control**
2008 IEEE International Conference on Robotics and Automation (ICRA), May 2008 (talk)

**Causal inference from statistical data**
Biologische Kybernetik, Technische Hochschule Karlsruhe, Karlsruhe, Germany, April 2008 (phdthesis)