Ihler, Alexander T.

12 publications

JMLR 2011 Adaptive Exact Inference in Graphical Models Özgür Sümer, Umut A. Acar, Alexander T. Ihler, Ramgopal R. Mettu

ICML 2010 Particle Filtered MCMC-MLE with Connections to Contrastive Divergence Arthur U. Asuncion, Qiang Liu, Alexander T. Ihler, Padhraic Smyth

NeurIPS 2009 Particle-Based Variational Inference for Continuous Systems Andrew Frank, Padhraic Smyth, Alexander T. Ihler

UAI 2008 Adaptive Inference on General Graphical Models Umut A. Acar, Alexander T. Ihler, Ramgopal R. Mettu, Özgür Sümer

NeurIPS 2007 Efficient Bayesian Inference for Dynamically Changing Graphs Ozgur Sumer, Umut Acar, Alexander T. Ihler, Ramgopal R. Mettu

UAI 2006 Gibbs Sampling for (Coupled) Infinite Mixture Models in the Stick Breaking Representation Ian Porteous, Alexander T. Ihler, Padhraic Smyth, Max Welling

NeurIPS 2006 Learning Time-Intensity Profiles of Human Activity Using Non-Parametric Bayesian Models Alexander T. Ihler, Padhraic Smyth

JMLR 2005 Loopy Belief Propagation: Convergence and Effects of Message Errors Alexander T. Ihler, John W. Fisher Iii, Alan S. Willsky

NeurIPS 2004 Message Errors in Belief Propagation Alexander T. Ihler, John W. Fisher, Alan S. Willsky

NeurIPS 2003 Efficient Multiscale Sampling from Products of Gaussian Mixtures Alexander T. Ihler, Erik B. Sudderth, William T. Freeman, Alan S. Willsky

CVPR 2003 Nonparametric Belief Propagation Erik B. Sudderth, Alexander T. Ihler, William T. Freeman, Alan S. Willsky

NeurIPS 1999 Learning Informative Statistics: A Nonparametnic Approach John W. Fisher Iii, Alexander T. Ihler, Paul A. Viola