293 results
(View BibTeX file of all listed publications)

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

**The genome of the simian and human malaria parasite Plasmodium knowlesi**
*Nature*, 455(7214):799-803, October 2008 (article)

**A BOLD window into brain waves**
*Proceedings of the National Academy of Sciences of the United States of America*, 105(41):15641-15642 , October 2008 (article)

**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)

**Infinite Kernel Learning**
(178), Max-Planck Institute for Biological Cybernetics, Tübingen, Germany, October 2008 (techreport)

**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)

**Data-driven goodness-of-fit tests**
2008 Barcelona Conference on Asymptotic Statistics (BAS), September 2008 (talk)

**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)

**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)

**Predicting phenotypic effects of gene perturbations in C. elegans using an integrated network model**
*BioEssays*, 30(8):707–710, August 2008 (article)

**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)

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

**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)

**Operational Space Control: A Theoretical and Empirical Comparison**
*International Journal of Robotics Research*, 27(6):737-757, June 2008 (article)

**Multi-Classification by Categorical Features via Clustering**
25th International Conference on Machine Learning (ICML), June 2008 (talk)

**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)

**Integrated Information in Discrete Dynamical Systems: Motivation and Theoretical Framework**
*PLoS Computational Biology*, 4(6):1-18, June 2008 (article)

**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)

**Relating the Thermodynamic Arrow of Time to the Causal Arrow**
*Journal of Statistical Mechanics*, 2008(P04001):1-21, April 2008 (article)

**Generalization and Similarity in Exemplar Models of Categorization: Insights from Machine Learning**
*Psychonomic Bulletin and Review*, 15(2):256-271, April 2008 (article)

**Bayesian methods for protein structure determination**
Machine Learning in Structural Bioinformatics, April 2008 (talk)

**A Kernel Method for the Two-sample Problem**
(157), Max-Planck-Institute for Biological Cybernetics Tübingen, April 2008 (techreport)

**Data-driven efficient score tests for deconvolution hypotheses**
*Inverse Problems*, 24(2):1-17, April 2008 (article)

**Manifold-valued Thin-plate Splines
with Applications in Computer Graphics**
*Computer Graphics Forum*, 27(2):437-448, April 2008 (article)