Uncertainty in Artificial Intelligence
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Eric P. Xing
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Publications in UAI

UAI-2014
:: Asymptotically Exact, Embarrassingly Parallel MCMC
:: Modeling Citation Networks Using Latent Random Offsets
:: Parallel Markov Chain Monte Carlo for Pitman-Yor Mixture Models

UAI-2013
:: Integrating Document Clustering and Topic Modeling

UAI-2012
:: A Spectral Algorithm for Latent Junction Trees

UAI-2011
:: Sparse Topical Coding
:: Smoothing Proximal Gradient Method for General Structured Sparse Learning

UAI-2010
:: Timeline: A Dynamic Hierarchical Dirichlet Process Model for Recovering Birth/Death and Evolution of Topics in Text Stream

UAI-2008
:: Feature Selection via Block-Regularized Regression

UAI-2005
:: Mining Associated Text and Images with Dual-Wing Harmoniums

UAI-2004
:: Graph partition strategies for generalized mean field inference

UAI-2003
:: A Generalized Mean Field Algorithm for Variational Inference in Exponential Families


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