- Fourier-Information Duality in the Identity Management Problem
Xiaoye Jiang, Jonathan Huang, and Leonidas Guibas
The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML 2011), September, 2011.
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- Efficient Probabilistic Inference with Partial Ranking Queries
Jonathan Huang, Ashish Kapoor, and Carlos Ernesto Guestrin
The 27th Conference on Uncertainty in Artificial Intelligence (UAI 2011), July, 2011.
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- Probabilistic Reasoning and Learning on Permutations: Exploiting Structural Decompositions of the Symmetric Group
Jonathan Huang
doctoral dissertation, tech. report CMU-RI-TR-11-28, Robotics Institute, Carnegie Mellon University, July, 2011
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- Learning Hierarchical Riffle Independent Groupings from Rankings
Jonathan Huang and Carlos Ernesto Guestrin
27th International Conference on Machine Learning, June, 2010.
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- Riffled Independence for Ranked Data
Jonathan Huang and Carlos Ernesto Guestrin
Advances in Neural Information Processing Systems (NIPS 2009) , December, 2009.
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pdf (255KB) | Copyrighted
- Hilbert Space Embeddings of Conditional Distributions with Applications to Dynamical Systems
Le Song, Jonathan Huang, Alex Smola, and Kenji Fukumizu
International Conference on Machine Learning (ICML 2009), June, 2009.
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- Fourier Theoretic Probabilistic Inference over Permutations
Jonathan Huang, Carlos Ernesto Guestrin, and Leonidas Guibas
Journal of Machine Learning (JMLR), Vol. 10, May, 2009, pp. 997-1070.
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- Exploiting Probabilistic Independence for Permutations
Jonathan Huang, Carlos Ernesto Guestrin, Xiaoye Jiang, and Leonidas Guibas
Artificial Intelligence and Statistics (AISTATS 2009), April, 2009.
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- Inference for Distributions over the Permutation Group
Jonathan Huang, Carlos Ernesto Guestrin, Leonidas Guibas, Jonathan Huang, Carlos Ernesto Guestrin, and Leonidas Guibas
tech. report CMU-ML-08-108, Machine Learning Department, Carnegie Mellon University, May, 2008
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- Efficient Inference for Distributions on Permutations
Jonathan Huang, Carlos Ernesto Guestrin, and Leonidas Guibas
Advances in Neural Information Processing Systems (NIPS 2007), 2007.
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- A Database of Vocal Tract Resonance Trajectories
for Research in Speech Processing
Li Deng , Xiaodong Cui, Robert Pruvenok, Jonathan Huang, Safiyy Momen, Yanyi Chen, and Abeer Alwan
Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2006), May, 2006.
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