194 results
(BibTeX)

**Method and device for recovering a digital image from a sequence of observed digital images**
United States Provisional Patent Application, No 61387025, September 2010 (patent)

**Method for feature selection in a support vector machine using feature ranking**
United States Patent, No 7805388, September 2010 (patent)

**Kernels and methods for selecting kernels for use in learning machines**
United States Patent, No 7788193, August 2010 (patent)

**Method for determining a property map for an object in particular for a living being based on at least one first image in particular a nuclear magnetic resonance image**
European Patent, No. 2041719, October 2010 (patent)

**On a disparity between relative cliquewidth and relative NLC-width**
*Discrete Applied Mathematics*, 158(7):828-840, 2010 (article)

**Naı̈ve Security in a Wi-Fi World**
In *Trust Management IV - 4th IFIP WG 11.11 International Conference Proceedings*, pages: 32-47, (Editors: Nishigaki, M., Josang, A., Murayama, Y., Marsh, S.), IFIPTM, 2010 (inproceedings)

**The semigroup approach to transport processes in networks**
*Physica D: Nonlinear Phenomena*, 239(15):1416-1421, January 2010 (article)

**Apprenticeship learning via soft local homomorphisms**
In *Proceedings of the 2010 IEEE International Conference on Robotics and Automation (ICRA 2010)*, pages: 2971-2976, IEEE, Piscataway, NJ, USA, 2010 IEEE International Conference on Robotics and Automation (ICRA), May 2010 (inproceedings)

**Statistical image analysis and percolation theory**
73rd Annual Meeting of the Institute of Mathematical Statistics (IMS), August 2010 (talk)

**Computationally efficient algorithms for statistical image processing: Implementation in R**
(2010-053), EURANDOM, Technische Universiteit Eindhoven, December 2010 (techreport)

**Learning functional dependencies with kernel methods**
*Scientifica Acta*, 4(1):16-25, 2010 (article)

**Effects of Packet Losses to Stability in Bilateral Teleoperation Systems**
In pages: 1043-1044, Korean Society of Mechanical Engineers, Seoul, South Korea, KSME Fall Annual Meeting, November 2010 (inproceedings)

**Causal Markov condition for submodular information measures**
In *Proceedings of the 23rd Annual Conference on Learning Theory*, pages: 464-476, (Editors: AT Kalai and M Mohri), OmniPress, Madison, WI, USA, COLT, June 2010 (inproceedings)

**Machine Learning Methods for Automatic Image Colorization**
In *Computational Photography: Methods and Applications*, pages: 395-418, Digital Imaging and Computer Vision, (Editors: Lukac, R.), CRC Press, Boca Raton, FL, USA, 2010 (inbook)

**Cooperative Cuts: Graph Cuts with Submodular Edge Weights**
(189), Max Planck Institute for Biological Cybernetics, Tuebingen, Germany, March 2010 (techreport)

**Large Scale Variational Inference and Experimental Design for Sparse Generalized Linear Models**
Max Planck Institute for Biological Cybernetics, August 2010 (techreport)

**A PAC-Bayesian Analysis of Graph Clustering and Pairwise Clustering**
Max Planck Institute for Biological Cybernetics, Tübingen, Germany, September 2010 (techreport)

**BCI and robotics framework for stroke rehabilitation**
4th International BCI Meeting, June 2010 (talk)

**The effect of positioning aids on PET quantification following MR-based attenuation correction (AC) in PET/MR imaging**
*Journal of Nuclear Medicine*, 51(Supplement 2):1418 , June 2010 (poster)

**Similarities in resting state and feature-driven activity: Non-parametric evaluation of human fMRI**
NIPS Workshop on Learning and Planning from Batch Time Series Data, December 2010 (poster)

**Learning Motor Primitives for Robotics**
EVENT Lab: Reinforcement Learning in Robotics and Virtual Reality, January 2010 (talk)

**Probabilistic latent variable models for distinguishing between cause and effect**
In *Advances in Neural Information Processing Systems 23*, pages: 1687-1695, (Editors: J Lafferty and CKI Williams and J Shawe-Taylor and RS Zemel and A Culotta), Curran, Red Hook, NY, USA, 24th Annual Conference on Neural Information Processing Systems (NIPS), 2010 (inproceedings)

**Inhomogeneous Positron Range Effects in High Magnetic Fields might Cause Severe Artefacts in PET/MRI**
(0305B), 2010 World Molecular Imaging Congress (WMIC), September 2010 (poster)

**Animal detection in natural scenes: Critical features revisited**
*Journal of Vision*, 10(4):1-27, April 2010 (article)

**Finding Gene-Gene Interactions using Support Vector Machines**
Eberhard Karls Universität Tübingen, Germany, 2010 (diplomathesis)

**Accurate Prediction of Protein-Coding Genes with Discriminative Learning Techniques**
Technische Universität Berlin, Germany, 2010 (phdthesis)

**Leveraging Sequence Classification by Taxonomy-based Multitask Learning**
In *Research in Computational Molecular Biology, LNCS, Vol. 6044*, pages: 522-534, (Editors: B Berger), Springer, Berlin, Germany, 14th Annual International Conference, RECOMB, 2010 (inproceedings)

**Biased Feedback in Brain-Computer Interfaces**
*Journal of NeuroEngineering and Rehabilitation*, 7(34):1-4, July 2010 (article)

**Diffusion Tensor Imaging in a Human PET/MR Hybrid System**
*Investigative Radiology*, 45(5):270-274, May 2010 (article)

**Spatio-Spectral Remote Sensing Image Classification With Graph Kernels**
*IEEE Geoscience and Remote Sensing Letters*, 7(4):741-745, October 2010 (article)

**Causal Inference Using the Algorithmic Markov Condition**
*IEEE Transactions on Information Theory*, 56(10):5168-5194, October 2010 (article)

**Combining active learning and reactive control for robot grasping**
*Robotics and Autonomous Systems*, 58(9):1105-1116, September 2010 (article)

**A generative model approach for decoding in the visual event-related potential-based brain-computer interface speller**
*Journal of Neural Engineering*, 7(2):1-10, April 2010 (article)

**Hilbert Space Embeddings and Metrics on Probability Measures**
*Journal of Machine Learning Research*, 11, pages: 1517-1561, April 2010 (article)

**A Bayesian Framework to Account for Complex Non-Genetic Factors in Gene Expression Levels Greatly Increases Power in eQTL Studies**
*PLoS Computational Biology*, 6(5):1-11, May 2010 (article)

**Recurrent Policy Gradients**
*Logic Journal of the IGPL*, 18(5):620-634, October 2010 (article)

**Inferring Networks of Diffusion and Influence**
In *Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2010)*, pages: 1019-1028, (Editors: Rao, B. , B. Krishnapuram, A. Tomkins, Q. Yang), ACM Press, New York, NY, USA, 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), July 2010 (inproceedings)

**Efficient Filter Flow for Space-Variant Multiframe Blind Deconvolution**
In *Proceedings of the 23rd IEEE Conference on Computer Vision and Pattern Recognition*, pages: 607-614, IEEE, Piscataway, NJ, USA, CVPR, June 2010 (inproceedings)

**Grasping with Vision Descriptors and Motor Primitives**
In *Proceedings of the 7th International Conference on Informatics in Control, Automation and Robotics (ICINCO 2010)*, pages: 47-54, (Editors: Filipe, J. , J. Andrade-Cetto, J.-L. Ferrier), SciTePress , Lisboa, Portugal, 7th International Conference on Informatics in Control, Automation and Robotics (ICINCO), June 2010 (inproceedings)

**An efficient divide-and-conquer cascade for nonlinear object detection**
In *Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2010)*, pages: 1022-1029, IEEE, Piscataway, NJ, USA, Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2010 (inproceedings)

**Learning Table Tennis with a Mixture of Motor Primitives**
In *Proceedings of the 10th IEEE-RAS International Conference on Humanoid Robots (Humanoids 2010)*, pages: 411-416, IEEE, Piscataway, NJ, USA, 10th IEEE-RAS International Conference on Humanoid Robots (Humanoids), December 2010 (inproceedings)

**Relative Entropy Policy Search**
In *Proceedings of the Twenty-Fourth National Conference on Artificial Intelligence*, pages: 1607-1612, (Editors: Fox, M. , D. Poole), AAAI Press, Menlo Park, CA, USA, Twenty-Fourth National Conference on Artificial Intelligence (AAAI-10), July 2010 (inproceedings)

**Non-parametric estimation of integral probability metrics**
In *Proceedings of the IEEE International Symposium on Information Theory (ISIT 2010)*, pages: 1428-1432, IEEE, Piscataway, NJ, USA, IEEE International Symposium on Information Theory (ISIT), June 2010 (inproceedings)

**Estimation of a Structural Vector Autoregression Model Using Non-Gaussianity**
*Journal of Machine Learning Research*, 11, pages: 1709-1731, May 2010 (article)

**Predictive Representations For Sequential Decision Making Under Uncertainty**
Université Laval, Quebec, Canada, July 2010 (phdthesis)

**UDP Communication channel design of master-slave robot system**
In pages: 231-232, 2010 KSME Conference, June 2010 (inproceedings)

**Causal Influence of Gamma Oscillations on Performance in Brain-Computer Interfaces**
4th International BCI Meeting0, June 2010 (poster)

**Reinforcement Learning by Relative Entropy Policy Search**
*30th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt 2010)*, 30, pages: 69, July 2010 (poster)

**Solving large-scale nonnegative least-squares**
*16th Conference of the International Linear Algebra Society (ILAS 2010)*, 16, pages: 19, June 2010, based on Joint work with Dongmin Kim and Inderjit Dhillon (poster)

**Bayesian Inference and Experimental Design for Large Generalised Linear Models**
Biologische Kybernetik, Technische Universität Berlin, Berlin, Germany, September 2010 (phdthesis)