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Klenske, E.; Zeilinger, M.N.; Schölkopf, B.; Hennig, P.: Nonparametric dynamics estimation for time periodic systems. In: Proceedings 2013 51st Annual Allerton Conference on Communication, Control and Computing, pp. 486 - 493. 2013 51st Annual Allerton Conference on Communication, Control and Computing, Monticello, IL, USA, October 02, 2013 - October 04, 2013. IEEE (2013)

Köhler, R.; Hirsch, M.; Schölkopf, B.; Harmeling, S.: Improving alpha matting and motion blurred foreground estimation. In: Proceedings of the 20th IEEE International Conference on Image Processing (ICIP 2013), pp. 3446 - 3450. 20th IEEE International Conference on Image Processing (ICIP 2013), Melbourne, Australia, September 15, 2013 - September 18, 2013. IEEE Signal Processing Society (2013)

Kupcsik, A.; Deisenroth, M.; Peters, J.; Neumann, G.: Data-Efficient Generalization of Robot Skills with Contextual Policy Search. In: Proceedings of the 27th National Conference on Artificial Intelligence (AAAI 2013), pp. 1401 - 1407. National Conference on Artificial Intelligence (AAAI 2013), Bellevue, Washington, USA. AAAI Press, Palo Alto, Calif. (2013)

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Meyer, T.; Peters, J.; Zander, T.; Brötz, D.; Soekadar, S.; Schölkopf, B.; Grosse-Wentrup, M.: Investigating the Neural Basis of Brain-Computer Interface (BCI)-based Stroke Rehabilitation. In: Converging Clinical and Engineering Research on Neurorehabilitation, pp. 617 - 621 (Eds. Pons, J.; Torricelli, D.; Pajaro, M.). International Conference on NeuroRehabilitation (ICNR) 2012, Toledo, Spain, November 14, 2012 - November 16, 2012. Springer, Berlin (2013)

Mooij, J. M.; Janzing, D.; Schölkopf, B.: From Ordinary Differential Equations to Structural Causal Models: the deterministic case. In: Proceedings of the 29th Conference Conference on Uncertainty in Artificial Intelligence (UAI 2013), pp. 440 - 448 (Eds. Nicholson, A.; Smyth, P.). 29th Conference on Uncertainty in Artificial Intelligence (UAI 2013), Bellevue, Washington, USA, August 11, 2013 - August 15, 2013. AUAI Press, Corvallis, OR (2013)

Muandet, K.; Schölkopf, B.: One-class Support Measure Machines for Group Anomaly Detection. In: Proceedings of the 29th Conference on Uncertainty in Artificial Intelligence (UAI 2013), pp. 449 - 458. 29th Conference on Uncertainty in Artificial Intelligence (UAI 2013), Bellevue, Washington, USA, July 11, 2013 - July 15, 2013. AUAI Press, Corvallis, OR (2013)

Paraschos, A.; Neumann, G.; Peters, J.: A Probabilistic Approach to Robot Trajectory Generation. In: 2013 13th IEEE-RAS International Conference on Humanoid Robots (Humanoids 2013), pp. 477 - 483. 13th IEEE-RAS International Conference on Humanoid Robots (Humanoids 2013) , Atlanta, GA, October 15, 2013 - October 17, 2013. IEEE, Piscatawa, NJ (2013)

Pastor, P.; Kalakrishnan, M.; Binney, J.; Kelly, J.; Righetti, L.; Sukhatme, G.; Schaal, S.: Learning Task Error Models for Manipulation. In: Proceedings IEEE International Conference on Robotics and Automation 2013, pp. 2612 - 2618. IEEE International Conference on Robotics and Automation (ICRA 2013), Karlsruhe, May 06, 2013 - May 10, 2013. Institute of Electrical and Electronics Engineers ( IEEE ) (2013)

Pepik, B.; Stark, M.; Gehler, P. V.; Schiele, B.: Occlusion Patterns for Object Class Detection. In: 2013 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2013), pp. 3286 - 3293. IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2013), Portland, OR, June 23, 2013 - June 28, 2013. IEEE, Piscataway, NJ (2013)

Peters, J.; Kober, J.; Mülling, K.; Krämer, O.; Neumann, G.: Towards Robot Skill Learning: From Simple Skills to Table Tennis. European Conference on Machine Learning (ECML 2013), Prag, Tschechische Republik, September 23, 2013 - September 27, 2013. Machine Learning and Knowledge Discovery in Databases - Proceedings European Conference, ECML PKDD 2013, Part III, pp. 627 - 631 (2013)

Pishchulin, L.; Andriluka, M.; Gehler, P. V.; Schiele, B.: Poselet conditioned pictorial structures. In: 2013 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2013), pp. 588 - 593. IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2013), Portland, OR, June 23, 2013 - June 28, 2013. IEEE, Piscataway, NJ (2013)

Ristin, M.; Gall, J.; van Gool, L.: Local Context Priors for Object Proposal Generation. In: Computer Vision - ACCV 2012, Vol. 1, pp. 57 - 70 (Eds. Lee, K. M.; Matsushita, Y.; Rehg, J. M.; Hu, Z.). 11th Asian Conference on Computer Vision (ACCV 2012), Daejeon, November 05, 2012 - November 09, 2012. Springer, Berlin, Heidelberg (2013)

Schuler, C. J.; Burger, H.; Harmeling, S.; Schölkopf, B.: A Machine Learning Approach for Non-blind Image Deconvolution. In: 2013 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2013), pp. 1067 - 1074. IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2013), Portland, OR, June 23, 2013 - June 28, 2013. IEEE, Piscataway, NJ (2013)

Seldin, Y.; Szepesvári, C.; Auer, P.; Abbasi-Yadkori, Y.: Evaluation and Analysis of the Performance of the EXP3 Algorithm in Stochastic Environments. In: Proceedings of the Tenth European Workshop on Reinforcement Learning (EWLR 2012) (Eds. Deisenroth, M.; Szepesvári, C.; Peters, J.). 10th European Workshop on Reinforcement Learning, Edinburgh, Scotland. (2013)

Sgouritsa, E.; Janzing, D.; Peters, J.; Schölkopf, B.: Identifying Finite Mixtures of Nonparametric Product Distributions and Causal Inference of Confounders. In: Proceedings of the 29th Conference on Uncertainty in Artificial Intelligence (UAI 2013), pp. 556 - 565 (Eds. Nicholson, A.; Smyth, P.). 29th Conference on Uncertainty in Artificial Intelligence (UAI 2013), Bellevue, Washington, USA, August 11, 2013 - August 15, 2013. AUAI Press, Corvallis, Oregon, USA (2013)

Sugiyama, M.; Borgwardt, K. M.: Measuring Statistical Dependence via the Mutual Information Dimension. In: Proceedings of the Twenty-Third International Joint Conference on Artificial Intelligence (IJCAI'13 ), pp. 1692 - 1698 (Ed. Rossi, F.). The International Joint Conferences on Artificial Intelligence, Inc. (IJCAI), Beijing, China, August 03, 2013 - August 09, 2013. AAAI Press, Menlo Park, California (2013)

Sun, D.; Wulff, J.; Sudderth, E.; Pfister, H.; Black, M. J.: A fully-connected layered model of foreground and background flow. In: 2013 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2013), pp. 2451 - 2458. IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2013), Portland, OR, June 23, 2013 - June 28, 2013. IEEE, Piscataway, NJ (2013)

Tzionas, D.; Gall, J.: A Comparison of Directional Distances for Hand Pose Estimation. German Conference on Pattern Recognition (GCPR 2013), Saarbrücken. Pattern Recognition - Proceedings 35th German Conference (GCPR 2013), pp. 131 - 141 (2013)