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All publications by Yuan Qi
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Message passing with l1 penalized KL minimization
Yuan Qi and Yandong Guo
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


EigenNet: A Bayesian hybrid of generative and conditional models for sparse learning
Feng Yan and Yuan Qi
Advances in Neural Information Processing Systems 24, 2011


t-divergence Based Approximate Inference
Nan Ding, Yuan Qi and S.v.n. Vishwanathan
Advances in Neural Information Processing Systems 24, 2011


Parallel Inference for Latent Dirichlet Allocation on Graphics Processing Units
Feng Yan, Ningyi Xu and Yuan Qi
Advances in Neural Information Processing Systems 22, 2009


Parameter Expanded Variational Bayesian Methods
Tommi S. Jaakkola and Yuan Qi
Advances in Neural Information Processing Systems 19, 2006


Hyperparameter and Kernel Learning for Graph Based Semi-Supervised Classification
Ashish Kapoor, Hyungil Ahn, Yuan Qi and Rosalind W. Picard
Advances in Neural Information Processing Systems 18, 2005


Tree-structured Approximations by Expectation Propagation
Yuan Qi and Tom Minka
Advances in Neural Information Processing Systems 16, 2003