Conference Paper (137)
Conference Paper
Regression by dependence minimization and its application to causal inference in additive noise models. In: ICML '09: Proceedings of the 26th Annual International Conference on Machine Learning, pp. 745 - 752 (Eds. Danyluk, A.; Bottou, L.; Littman, M.). 26th International Conference on Machine Learning (ICML 2009), Montreal, Canada, June 14, 2009 - June 18, 2009. ACM Press, New York, NY, USA (2009)
Conference Paper
Bounds on marginal probability distributions. In: Advances in neural information processing systems 21, pp. 1105 - 1112 (Eds. Koller, D.; Schuurmans, D.; Bengio, Y.; Bottou, L.). Twenty-Second Annual Conference on Neural Information Processing Systems (NIPS 2008), Vancouver, BC, Canada, December 08, 2008 - December 10, 2008. Curran, Red Hook, NY, USA (2009)
Conference Paper
Learning Complex Motions by Sequencing Simpler Motion Templates. In: ICML '09: Proceedings of the 26th Annual International Conference on Machine Learning, pp. 753 - 760 (Eds. Danyluk, A.; Bottou, L.; Littman, M.). 26th International Conference on Machine Learning (ICML 2009), Montreal, Canada, June 14, 2009 - June 18, 2009. ACM Press, New York, NY, USA (2009)
Conference Paper
Fitted Q-iteration by Advantage Weighted Regression. In: Advances in neural information processing systems 21, pp. 1177 - 1184 (Eds. Koller, D.; Schuurmans, D.; Bengio, Y.; Bottou, L.). Twenty-Second Annual Conference on Neural Information Processing Systems (NIPS 2008), Vancouver, BC, Canada, December 08, 2008 - December 10, 2008. Curran, Red Hook, NY, USA (2009)
Conference Paper
Local Gaussian Process Regression for Real Time Online Model Learning and Control. In: Advances in neural information processing systems 21, pp. 1193 - 1200 (Eds. Koller, D.; Schuurmans, D.; Bengio, Y.; Bottou, L.). Twenty-Second Annual Conference on Neural Information Processing Systems (NIPS 2008), Vancouver, BC, Canada, December 08, 2008 - December 10, 2008. Curran, Red Hook, NY, USA (2009)
Conference Paper
Convex variational Bayesian inference for large scale generalized linear models. In: ICML '09: Proceedings of the 26th Annual International Conference on Machine Learning, pp. 761 - 768 (Eds. Danyluk, A.; Bottou, L.; Littman, M.). 26th International Conference on Machine Learning, Montreal, Canada, June 14, 2009 - June 18, 2009. ACM Press, New York, NY, USA (2009)
Conference Paper
Solution Stability in Linear Programming Relaxations: Graph Partitioning and Unsupervised Learning. In: ICML '09: Proceedings of the 26th Annual International Conference on Machine Learning, pp. 769 - 776 (Eds. Danyluk, A.; Bottou, L.; Littman, M.). 26th International Conference on Machine Learning (ICML 2009), Montreal, Canada, June 14, 2009 - June 18, 2009. ACM Press, New York, NY, USA (2009)
Conference Paper
Global Connectivity Potentials for Random Field Models. In: 2009 IEEE Conference on Computer Vision and Pattern Recognition, pp. 818 - 825. IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Miami Beach, FL, USA, June 20, 2009 - June 25, 2009. IEEE Service Center, Piscataway, NJ, USA (2009)
Conference Paper
Detecting the Direction of Causal Time Series. In: ICML '09: Proceedings of the 26th Annual International Conference on Machine Learning, pp. 801 - 808 (Eds. Danyluk, A.; Bottou, L.; Danyluk, M.). 26th International Conference on Machine Learning, Montreal, Canada, June 14, 2009 - June 18, 2009. ACM Press, New York, NY, USA (2009)
Conference Paper
Bayesian Model of Behaviour in Economic Games. In: Advances in neural information processing systems 21, pp. 1348 - 1355 (Eds. Koller, D.; Bengio, Y.; Bottou, L.). Twenty-Second Annual Conference on Neural Information Processing Systems (NIPS 2008) , Vancouver, BC, Canada, December 08, 2008 - December 10, 2008. Curran, Red Hook, NY, USA (2009)
Conference Paper
An Empirical Analysis of Domain Adaptation Algorithms for Genomic Sequence Analysis. In: Advances in neural information processing systems 21, pp. 1433 - 1440 (Eds. Koller, D.; Schuurmans, D.; Bengio, Y.; Bottou, L.). Twenty-Second Annual Conference on Neural Information Processing Systems (NIPS 2008), Vancouver, BC, Canada, December 08, 2008 - December 10, 2008. Curran, Red Hook, NY, USA (2009)
Conference Paper
Bayesian Experimental Design of Magnetic Resonance Imaging Sequences. In: Advances in neural information processing systems 21, pp. 1441 - 1448 (Eds. Koller, D.; Schuurmans, D.; Bengio, Y.; Bottou, L.). Twenty-Second Annual Conference on Neural Information Processing Systems (NIPS 2008), Vancouver, BC, Canada, December 08, 2008 - December 10, 2008. Curran, Red Hook, NY, USA (2009)
Conference Paper
Workshop summary: Numerical mathematics in machine learning. In: ICML '09: Proceedings of the 26th Annual International Conference on Machine Learning, 9, pp. 1 - 9 (Eds. Danyluk, A.; Bottou, L.; Littman, M.). 26th Annual International Conference on Machine Learning (ICML 2009), Montreal, Quebec, Canada, June 14, 2009 - June 18, 2009. ACM Press, New York, NY, USA (2009)
Conference Paper
The Conjoint Effect of Divisive Normalization and Orientation Selectivity on Redundancy Reduction. In: Advances in neural information processing systems 21, pp. 1521 - 1528 (Eds. Koller, D.; Schuurmans, D.; Bengio, Y.; Bottou, L.). Twenty-Second Annual Conference on Neural Information Processing Systems (NIPS 2008), Vancouver, BC, Canada, December 08, 2008 - December 10, 2008. Curran, Red Hook, NY, USA (2009)
Conference Paper
Passivity Analysis of Haptic Systems Interacting with Viscoelastic Virtual Environment. In: 2009 International Conference on Advanced Robotics, pp. 1 - 6. 14th International Conference on Advanced Robotics (ICAR 2009), München, Germany. IEEE, Piscataway, NJ, USA (2009)
Conference Paper
Non-parametric Regression between Riemannian Manifolds. In: Advances in neural information processing systems 21, pp. 1561 - 1568 (Eds. Koller, D.; Schuurmans, D.; Bengio, Y.; Bottou, L.). Twenty-Second Annual Conference on Neural Information Processing Systems (NIPS 2008), Vancouver, BC, Canada, December 08, 2008 - December 10, 2008. Curran, Red Hook, NY, USA (2009)
Conference Paper
Diffeomorphic Dimensionality Reduction. In: Advances in neural information processing systems 21, pp. 1713 - 1720 (Eds. Koller, D.; Schuurmans, D.; Bengio, Y.; Bottou, L.). Twenty-Second Annual Conference on Neural Information Processing Systems (NIPS 2008), Vancouver, BC, Canada, December 08, 2008 - December 10, 2008. Curran, Red Hook, NY, USA (2009)
Conference Paper
Percept-related cortical induced activity during bistable perception. In: 2009 International Joint Conference on Neural Networks, pp. 3289 - 3296. 2009 International Joint Conference on Neural Networks (IJCNN 2009), Atlanta, GA, USA , June 14, 2009 - June 19, 2009. IEEE, Piscataway, NJ, USA (2009)
Conference Paper
On the Identifiability of the Post-Nonlinear Causal Model. In: 25th Conference on Uncertainty in Artificial Intelligence (UAI 2009), pp. 647 - 655 (Eds. Bilmes, J.; NG, A.; McAllester, D.). 25th Conference on Uncertainty in Artificial Intelligence (UAI 2009), Montréal, Canada, June 18, 2009 - June 21, 2009. AUAI Press, Corvallis, OR, USA (2009)
Conference Paper
Kernel Measures of Independence for Non-IID Data. In: Advances in neural information processing systems 21, pp. 1937 - 1944 (Eds. Koller, D.; Schuurmans, D.; Bengio, Y.; Bottou, L.). Twenty-Second Annual Conference on Neural Information Processing Systems (NIPS 2008), Vancouver, BC, Canada, December 08, 2008 - December 10, 2008. Curran, Red Hook, NY, USA (2009)