Muandet, K.
Support Vector Machines, Support Measure Machines, and Quasar Target Selection
Center for Cosmology and Particle Physics (CCPP), New York University, December 2012 (talk)
Muandet, K.
Hilbert Space Embedding for Dirichlet Process Mixtures
NIPS Workshop on Confluence between Kernel Methods and Graphical Models, December 2012 (talk)
Wehrl, H., Lankes, K., Hossain, M., Bezrukov, I., Liu, C., Martirosian, P., Schick, F., Pichler, B.
Simultaneous small animal PET/MR in activated and resting state reveals multiple brain networks
20th Annual Meeting and Exhibition of the International Society for Magnetic Resonance in Medicine (ISMRM), May 2012 (talk)
Wehrl, H., Lankes, K., Hossain, M., Bezrukov, I., Liu, C., Martirosian, P., Reischl, G., Schick, F., Pichler, B.
A new PET insert for simultaneous PET/MR small animal imaging
20th Annual Meeting and Exhibition of the International Society for Magnetic Resonance in Medicine (ISMRM), May 2012 (talk)
Hossain, M., Wehrl, H., Lankes, K., Liu, C., Bezrukov, I., Reischl, G., Pichler, B.
Evaluation of a new, large field of view, small animal PET/MR system
50. Jahrestagung der Deutschen Gesellschaft fuer Nuklearmedizin (NuklearMedizin), April 2012 (talk)
Wehrl, H., Hossain, M., Lankes, K., Liu, C., Bezrukov, I., Martirosian, P., Reischl, G., Schick, F., Pichler, B.
Simultaneous small animal PET/MR reveals different brain networks during stimulation and rest
World Molecular Imaging Congress (WMIC), 2012 (talk)
Muandet, K.
Support Measure Machines for Quasar Target Selection
Astro Imaging Workshop, 2012 (talk)
Seldin, Y.
PAC-Bayesian Analysis: A Link Between Inference and Statistical Physics
Workshop on Statistical Physics of Inference and Control Theory, 2012 (talk)
Liu, C., Hossain, M., Lankes, K., Bezrukov, I., Wehrl, H., Kolb, A., Judenhofer, M., Pichler, B.
PET Performance Measurements of a Next Generation Dedicated Small Animal PET/MR Scanner
Nuclear Science Symposium and Medical Imaging Conference (NSS-MIC), 2012 (talk)
Seldin, Y., Laviolette, F., Shawe-Taylor, J.
PAC-Bayesian Analysis of Supervised, Unsupervised, and Reinforcement Learning
Tutorial at the 29th International Conference on Machine Learning (ICML), 2012 (talk)
Bezrukov, I., Schmidt, H., Mantlik, F., Schwenzer, N., Brendle, C., Pichler, B.
Influence of MR-based attenuation correction on lesions within bone and susceptibility artifact regions
Molekulare Bildgebung (MoBi), 2012 (talk)
Boularias, A., Kroemer, O., Peters, J.
Structured Apprenticeship Learning
European Workshop on Reinforcement Learning (EWRL), 2012 (talk)
Seldin, Y., Laviolette, F., Shawe-Taylor, J.
PAC-Bayesian Analysis and Its Applications
Tutorial at The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD), 2012 (talk)
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)
Deisenroth, M., Peters, J.
Solving Nonlinear Continuous State-Action-Observation POMDPs for Mechanical Systems with Gaussian Noise
European Workshop on Reinforcement Learning (EWRL), 2012 (talk)
Nishiyama, Y., Boularias, A., Gretton, A., Fukumizu, K.
Kernel Bellman Equations in POMDPs
Technical Committee on Infomation-Based Induction Sciences and Machine Learning (IBISML'12), 2012 (talk)
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)
Panagiotaropoulos, T., Besserve, M., Logothetis, N.
Beta oscillations propagate as traveling waves in the macaque prefrontal cortex
42nd Annual Meeting of the Society for Neuroscience (Neuroscience), 2012 (talk)
Hill, N., Schreiner, T., Puzicha, C., Farquhar, J.
BCPy2000
Workshop "Machine Learning Open-Source Software" at NIPS, December 2008 (talk)
Shervashidze, N., Tsuda, K.
Logistic Regression for Graph Classification
NIPS Workshop on "Structured Input - Structured Output" (NIPS SISO), December 2008 (talk)
Sra, S.
New Projected Quasi-Newton Methods with Applications
Microsoft Research Tech-talk, December 2008 (talk)
Hofmann, M., Steinke, F., Aschoff, P., Lichy, M., Brady, M., Schölkopf, B., Pichler, B.
MR-Based PET Attenuation Correction: Initial Results for Whole Body
Medical Imaging Conference, October 2008 (talk)
Gretton, A., Györfi, L.
Nonparametric Indepedence Tests: Space Partitioning and Kernel Approaches
19th International Conference on Algorithmic Learning Theory (ALT08), October 2008 (talk)
Langovoy, M.
Data-driven goodness-of-fit tests
2008 Barcelona Conference on Asymptotic Statistics (BAS), September 2008 (talk)
Schweikert, G., Zeller, G., Zien, A., Behr, J., Sonnenburg, S., Philips, P., Ong, C., Rätsch, G.
mGene: A Novel Discriminative Gene Finder
Worm Genomics and Systems Biology meeting, July 2008 (talk)
Rätsch, G., Clark, R., Schweikert, G., Toomajian, C., Ossowski, S., Zeller, G., Shinn, P., Warthman, N., Hu, T., Fu, G., Hinds, D., Cheng, H., Frazer, K., Huson, D., Schölkopf, B., Nordborg, M., Ecker, J., Weigel, D., Schneeberger, K., Bohlen, A.
Discovering Common Sequence Variation in
Arabidopsis thaliana
16th Annual International Conference Intelligent Systems for Molecular Biology (ISMB), July 2008 (talk)
Lespérance, Y., Lakemeyer, G., Peters, J., Pirri, F.
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)
Martens, SMM.
Coding Theory in Brain-Computer Interfaces
Soria Summerschool on Computational Mathematics "Algebraic Coding Theory" (S3CM), July 2008 (talk)
Peters, J.
Motor Skill Learning for Cognitive Robotics
6th International Cognitive Robotics Workshop (CogRob), July 2008 (talk)
Fukumizu, K., Gretton, A., Smola, A.
Painless Embeddings of Distributions: the Function Space View (Part 1)
25th International Conference on Machine Learning (ICML), July 2008 (talk)
Peters, J.
Reinforcement Learning for Robotics
8th European Workshop on Reinforcement Learning for Robotics (EWRL), July 2008 (talk)
Seldin, Y.
Multi-Classification by Categorical Features via Clustering
25th International Conference on Machine Learning (ICML), June 2008 (talk)
Steinke, F., Hein, M., Schölkopf, B.
Thin-Plate Splines Between Riemannian Manifolds
Workshop on Geometry and Statistics of Shapes, June 2008 (talk)
Peters, J.
Machine Learning for Robotics: Learning Methods for Robot Motor Skills
pages: 107 , (Editors: J Peters), VDM-Verlag, Saarbrücken, Germany, May 2008 (book)
Peters, J.
Learning resolved velocity control
2008 IEEE International Conference on Robotics and Automation (ICRA), May 2008 (talk)
Habeck, M.
Bayesian methods for protein structure determination
Machine Learning in Structural Bioinformatics, April 2008 (talk)
Schölkopf, B., Smola, A.
Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond
pages: 644, Adaptive Computation and Machine Learning, MIT Press, Cambridge, MA, USA, December 2002, Parts of this book, including an introduction to kernel methods, can be downloaded here. (book)
Bousquet, O.
Transductive Learning: Motivation, Models, Algorithms
January 2002 (talk)
Schölkopf, B.
Support vector learning
pages: 173, Oldenbourg, München, Germany, 1997, Zugl.: Berlin, Techn. Univ., Diss., 1997 (book)