Conference Paper (119)
Conference Paper
Path integral control and bounded rationality. In: IEEE Symposium on Adaptive Dynamic Programming And Reinforcement Learning (ADPRL 2011), pp. 202 - 209. IEEE Symposium on Adaptive Dynamic Programming And Reinforcement Learning (ADPRL 2011), Paris, France, April 11, 2011 - April 15, 2011. IEEE, Piscataway, NJ, USA (2011)
Conference Paper
Denoising sparse noise via online dictionary learning. In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2011), pp. 2060 - 2063. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2011), Praha, Czech Republic, May 22, 2011 - May 27, 2011. IEEE, Piscataway, NJ, USA (2011)
Conference Paper
Learning output kernels with block coordinate descent. In: 28th International Conference on Machine Learning (ICML 2011), pp. 49 - 56 (Eds. Getoor, L.; Scheffer, T.). 28th International Conference on Machine Learning (ICML 2011), Bellevue, WA, USA. International Machine Learning Society, Madison, WI, USA (2011)
Conference Paper
Support Vector Machines as Probabilistic Models. In: 28th International Conference on Machine Learning (ICML 2011), pp. 665 - 672 (Eds. Getoor, L.; Scheffer, T.). 28th International Conference on Machine Learning (ICML 2011), Bellevue, WA, USA. International Machine Learning Society, Madison, WI, USA (2011)
Conference Paper
Decentralized Bilateral Aerial Teleoperation of Multiple UAVs - Part II: a Top-down Perspective. In: RSS 2011 Workshop “3D Exploration, Mapping, and Surveillance with Aerial Robots”, pp. 1 - 12. RSS 2011 Workshop “3D Exploration, Mapping, and Surveillance with Aerial Robots”, Los Angeles, CA, USA. (2011)
Conference Paper
Risk-Based Generalizations of f-divergences. In: 28th International Conference on Machine Learning (ICML 2011), pp. 417 - 424 (Ed. Getoor, L.). 28th International Conference on Machine Learning (ICML 2011), Bellevue, WA, USA. International Machine Learning Society, Madison, WI, USA (2011)
Conference Paper
Uncovering the Temporal Dynamics of Diffusion Networks. In: 28th International Conference on Machine Learning (ICML 2011), pp. 561 - 568 (Eds. Getoor, L.; Scheffer, T.). 28th International Conference on Machine Learning (ICML 2011), Bellevue, WA, USA. International Machine Learning Society, Madison, WI, USA (2011)
Conference Paper
Towards Brain-Robot Interfaces in Stroke Rehabilitation. In: 12th International Conference on Rehabilitation Robotics (ICORR 2011). 12th International Conference on Rehabilitation Robotics (ICORR 2011), Zürich, Switzerland. IEEE, Piscataway, NJ, USA (2011)
Conference Paper
When do we integrate spatial information acquired by walking through environmental spaces? In: Expanding the Space of Cognitive Science, pp. 2764 - 2769 (Eds. Carlson, L.; Hoelscher, C.; Shipley, T.). 33rd Annual Meeting of the Cognitive Science Society (CogSci 2011), Boston, MA, USA, July 20, 2011 - July 23, 2011. Cognitive Science Society, Austin, TX, USA (2011)
Conference Paper
Detecting low-complexity unobserved causes. In: 27th Conference on Uncertainty in Artificial Intelligence (UAI 2011), pp. 383 - 391 (Eds. Cozman, F.; Pfeffer, A.). 27th Conference on Uncertainty in Artificial Intelligence (UAI 2011), Barcelona, Spain. AUAI Press, Corvallis, OR, USA (2011)
Conference Paper
Approximation Bounds for Inference using Cooperative Cut. In: 28th International Conference on Machine Learning (ICML 2011), pp. 577 - 584 (Eds. Getoor, L.; Scheffer, T.). 28th International Conference on Machine Learning (ICML 2011), Bellevue, WA, USA. International Machine Learning Society, Madison, WI, USA (2011)
Conference Paper
Online submodular minimization for combinatorial structures. In: 28th International Conference on Machine Learning (ICML 2011), pp. 345 - 352 (Eds. Getoor, L.; Scheffer, T.). 28th International Conference on Machine Learning (ICML 2011), Bellevue, WA, USA. International Machine Learning Society, Madison, WI, USA (2011)
Conference Paper
27 (13), pp. i214 - i221 (2011)
Epistasis detection on quantitative phenotypes by exhaustive enumeration using GPUs. 19th Annual International Conference on Intelligent Systems for Molecular Biology and 10th European Conference on Computational Biology (ISMB/ECCB 2011), Wien, Austria, July 17, 2011 - July 19, 2011. Bioinformatics
Conference Paper
Reinforcement Learning to adjust Robot Movements to New Situations. In: Twenty-Second International Joint Conference on Artificial Intelligence (IJCAI 2011), pp. 2650 - 2655 (Ed. Walsh, T.). Twenty-Second International Joint Conference on Artificial Intelligence (IJCAI 2011), Barcelona, Spain. AAAI Press, Menlo Park, CA, USA (2011)
Conference Paper
Pruning nearest neighbor cluster trees. In: 28th International Conference on Machine Learning (ICML 2011), pp. 225 - 232 (Eds. Getoor, L.; Scheffer, T.). 28th International Conference on Machine Learning (ICML 2011), Bellevue, WA, USA. International Machine Learning Society, Madison, WI, USA (2011)
Conference Paper
Active Exploration for Robot Parameter Selection in Episodic Reinforcement Learning. In: IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning (ADPRL 2011), pp. 25 - 31. IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning (ADPRL 2011), Paris, France, April 11, 2011 - April 15, 2011. IEEE, Piscataway, NJ, USA (2011)
Conference Paper
A Novel Active Learning Strategy for Domain Adaptation in the Classification of Remote Sensing Images. In: IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2011), pp. 3720 - 3723. IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2011), Vancouver, BC, Canada. IEEE, Piscataway, NJ, USA (2011)
Conference Paper
Identifiability of causal graphs using functional models. In: 27th Conference on Uncertainty in Artificial Intelligence (UAI 2011), pp. 589 - 598 (Eds. Cozman, F.; Pfeffer, A.). 27th Conference on Uncertainty in Artificial Intelligence (UAI 2011), Barcelona, Spain. AUAI Press, Corvallis, OR, USA (2011)
Conference Paper
Decentralized Bilateral Aerial Teleoperation of Multiple UAVs – Part I: a Bottom-up Perspective. In: RSS 2011 Workshop “3D Exploration, Mapping, and Surveillance with Aerial Robots”, pp. 1 - 11. RSS 2011 Workshop “3D Exploration, Mapping, and Surveillance with Aerial Robots”, Los Angeles, CA, USA. (2011)
Conference Paper
PAC-Bayesian Analysis of the Exploration-Exploitation Trade-off. In: ICML 2011 Workshop on Online Trading of Exploration and Exploitation 2, pp. 1 - 8. ICML 2011 Workshop on Online Trading of Exploration and Exploitation 2, Bellevue, WA, USA. (2011)