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Artificial Intelligence

A Spectral Algorithm for Learning Hidden Markov Models

A Spectral Algorithm for Learning Hidden Markov Models, Daniel Hsu, Sham M. Kakade, and Tong Zhang, Proceedings of the 22nd Annual Conference on Learning Theory, June, (2008). COLT-0. Montreal, Canada. PDF

Dynamic texture models of music

Dynamic texture models of music, L. Barrington, A. B. Chan, and G. Lanckriet, Acoustics, Speech and Signal Processing, 2009. ICASSP 2009. IEEE International Conference on, April, p.1589 -1592, (2009). Taipei, Taiwan. PDF

Escaping the curse of dimensionality with a tree-based regressor

Escaping the curse of dimensionality with a tree-based regressor, Samory Kpotufe, Proceedings of the 22nd Annual Conference on Learning Theory, June, (2009). COLT-09. Montreal, Canada. PDF

Sparse decomposition of mixed audio signals by basis pursuit with autoregressive models

Sparse decomposition of mixed audio signals by basis pursuit with autoregressive models, Youngmin Cho, and L. K. Saul, Acoustics, Speech and Signal Processing, 2009. ICASSP 2009. IEEE International Conference on, April, p.1705 -1708, (2009). Taipei, Taiwan. PDF

Which spatial partition trees are adaptive to intrinsic dimension?

Which spatial partition trees are adaptive to intrinsic dimension?, Nakul Verma, Samory Kpotufe, and Sanjoy Dasgupta, Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence, June, Arlington, Virginia, United States, p.565–574, (2009). UAI '09. Montreal, Quebec, Canada. URL

Importance weighted active learning

Importance weighted active learning, Alina Beygelzimer, Sanjoy Dasgupta, and John Langford, Proceedings of the 26th Annual International Conference on Machine Learning, June, New York, NY, USA, p.49-56, (2009). ICML '09. Montreal, Quebec, Canada. URL PDF

SUN: Top-down saliency using natural statistics

SUN: Top-down saliency using natural statistics, C. Kanan, M. H. Tong, L. Zhang, and G. W. Cottrell, Visual Cognition, April, Volume 17, Number 6, p.979–1003, (2009). URL PDF

Multi-view clustering via canonical correlation analysis

Multi-view clustering via canonical correlation analysis, Kamalika Chaudhuri, Sham M. Kakade, Karen Livescu, and Karthik Sridharan, Proceedings of the 26th Annual International Conference on Machine Learning, June, New York, NY, USA, p.129-136, (2009). ICML '09. Montreal, Quebec, Canada. URL PDF

Sociable robot improves toddler vocabulary skills

Sociable robot improves toddler vocabulary skills, Javier Movellan, Micah Eckhardt, Marjo Virnes, and Angelica Rodriguez, Proceedings of the 4th ACM/IEEE international conference on Human robot interaction, March, New York, NY, USA, p.307–308, (2009). HRI '09. La Jolla, California, USA. URL PDF
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