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