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Gomez Rodriguez, M.; Grosse-Wentrup, M.; Hill, J.; Gharabaghi, A.; Schölkopf, B.; Peters, J.: Towards Brain-Robot Interfaces in Stroke Rehabilitation. In: 12th International Conference on Rehabilitation Robotics (ICORR 2011), S. 1 - 6. (2011)

Janzing, D.; Sgouritsa, E.; Stegle, O.; Peters, J.; Schoelkopf, B.: Detecting low-complexity unobserved causes. In: 27th Conference on Uncertainty in Artificial Intelligence (UAI 2011), S. 383 - 391. (2011)

Jegelka, S.; Bilmes, J.: Approximation bounds for inference using cooperative cut. In: 28th International Conference on Machine Learning (ICML 2011), S. 577 - 584. (2011)

Jegelka, S.; Bilmes, J.: Online submodular minimization for combinatorial structures. In: 28th International Conference on Machine Learning (ICML 2011), S. 345 - 352. (2011)

Kober, J.; Oztop, E.; Peters, J.: Reinforcement Learning to adjust Robot Movements to New Situations. In: Twenty-Second International Joint Conference on Artificial Intelligence (IJCAI 2011), S. 2650 - 2655. (2011)

Kpotufe, S.; von Luxburg, U.: Pruning nearest neighbor cluster trees. In: 28th International Conference on Machine Learning (ICML 2011), S. 225 - 232. (2011)

Peters, J.; Mooij, J.; Janzing, D.; Schölkopf, B.: Identifiability of causal graphs using functional models. In: 27th Conference on Uncertainty in Artificial Intelligence (UAI 2011), S. 589 - 598. (2011)

Seldin, Y.; Cesa-Bianchi, N.; Laviolette, F.; Auer, P.; Shawe-Taylor, J.; Peters, J.: PAC-Bayesian Analysis of the Exploration-Exploitation Trade-off. In: ICML 2011 Workshop on Online Trading of Exploration and Exploitation 2, S. 1 - 8. (2011)

Zhang, K.; Peters, J.; Janzing, D.; Schölkopf, B.: Kernel-based Conditional Independence Test and Application in Causal Discovery. In: 27th Conference on Uncertainty in Artificial Intelligence (UAI 2011), S. 804 - 813. AUAI Press, Corvallis, OR (2011)

Zscheischler, J.; Janzing, D.; Zhang, K.: Testing whether linear equations are causal: A free probability theory approach. In: 27th Conference on Uncertainty in Artificial Intelligence (UAI 2011), S. 839 - 847. AUAI Press, Corvallis, OR, USA (2011)

Alvarez, M. A.; Peters, J.; Schölkopf, B.; Lawrence, N. D.: Switched latent force models for movement segmentation. In: Advances in Neural Information Processing Systems 23, Bd. 1, S. 55 - 63 (Hg. Lafferty, J.; Williams, C.; Shawe-Taylor, J.; Zemel, R.; Culotta, A.). 24th Annual Conference on Neural Information Processing Systems (NIPS 2010), Vancouver, BC, 06. Dezember 2010 - 09. Dezember 2010. Curran Associates, Inc., Red Hook, NY (2011)

Boularias, A.; Chaib-Draa, B.: Bootstrapping apprenticeship learning. In: Advances in Neural Information Processing Systems 23, Bd. 1, S. 289 - 297 (Hg. Lafferty, J.; Williams, C.; Shawe-Taylor, J.; Zemel, R.; Culotta, A.). 24th Annual Conference on Neural Information Processing Systems (NIPS 2010), Vancouver, BC, 06. Dezember 2010 - 09. Dezember 2010. Curran Associates, Inc., Red Hook, NY (2011)

Chiappa, S.; Peters, J.: Movement extraction by detecting dynamics switches and repetitions. In: Advances in Neural Information Processing Systems 23, Bd. 1, S. 388 - 396 (Hg. Lafferty, J.; Williams, C.; Shawe-Taylor, J.; Zemel, R.; Culotta, A.). 24th Annual Conference on Neural Information Processing Systems (NIPS 2010, Vancouver, BC, 06. Dezember 2010 - 09. Dezember 2010. Curran Associates, Inc., Red Hook, NY (2011)

Harmeling, S.; Hirsch, M.; Schölkopf, B.: Space-variant single-image blind deconvolution for removing camera shake. In: Advances in Neural Information Processing Systems 23, Bd. 1, S. 829 - 837 (Hg. Lafferty, J.; Williams, C.; Shawe-Taylor, J.; Zemel, R.; Culotta, A.). 24th Annual Conference on Neural Information Processing Systems (NIPS 2010), Vancouver, BC, 06. Dezember 2010 - 09. Dezember 2010. Curran Associates, Inc., Red Hook, NY (2011)

Jegelka, S.; Bilmes, J.: Multi-label cooperative cuts. In: CVPR 2011 Workshop on Inference in Graphical Models with Structured Potentials, S. 1 - 4. Colorado Springs, CO, USA. (2011)

Jegelka, S.; Bilmes, J.: Submodularity beyond submodular energies: coupling edges in graph cuts. In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2011), S. 1897 - 1904. (2011)

Kozhevnikov, S. V.; Rühm, A.; Ott, F.; Pleshanov, N. K.; Major, J.: Magnetic layered structure for the production of polarized neutron microbeams. 8th International Workshop on Polarised Neutron Condensed Matter Investigation, Delft [Netherlands], 04. Juli 2010 - 08. Juli 2010. Physica B - Condensed Matter 406 (12), S. 2463 - 2466 (2011)

Mooij, J. M.; Stegle, O.; Janzing, D.; Zhang, K.; Schölkopf, B.: Probabilistic latent variable models for distinguishing between cause and effect. In: Advances in Neural Information Processing Systems 23, Bd. 2, S. 1687 - 1695 (Hg. Lafferty, J.; Williams, C.; Shawe-Taylor, J.; Zemel, R.; Culotta, A.). 24th Annual Conference on Neural Information Processing Systems (NIPS 2010), Vancouver, BC, 06. Dezember 2010 - 09. Dezember 2010. Curran Associates, Inc., Red Hook, NY (2011)

von Luxburg, U.; Radl, A.; Hein, M.: Getting lost in space: Large sample analysis of the resistance distance. In: Advances in Neural Information Processing Systems 23, Bd. 3, S. 2622 - 2630 (Hg. Lafferty, J.; Williams, C.; Shawe-Taylor, J.; Zemel, R.; Culotta, A.). 24th Annual Conference on Neural Information Processing Systems (NIPS 2010), Vancouver, BC, 06. Dezember 2010 - 09. Dezember 2010. Curran Associates, Inc., Red Hook, NY (2011)