Ian Porteous

Publication Activity (10 Years)

Years Active: 2006-2012
Publications (10 Years): 0

Top Topics

Prior Probabilities

Inference Mechanism

Belief Networks

Top Venues

Publications

Max Welling, Ian Porteous, Kenichi Kurihara
Exchangeable inconsistent priors for Bayesian posterior inference. ITA (2012)
Ian Porteous, Alexander T. Ihler, Padhraic Smyth, Max Welling
Gibbs Sampling for (Coupled) Infinite Mixture Models in the Stick Breaking Representation. CoRR (2012)
Ian Porteous, Arthur U. Asuncion, Max Welling
Bayesian Matrix Factorization with Side Information and Dirichlet Process Mixtures. AAAI (2010)
Ian Porteous, David Newman, Alexander T. Ihler, Arthur U. Asuncion, Padhraic Smyth, Max Welling
Fast collapsed gibbs sampling for latent dirichlet allocation. KDD (2008)
Ian Porteous, Evgeniy Bart, Max Welling
Multi-HDP: A Non Parametric Bayesian Model for Tensor Factorization. AAAI (2008)
Evgeniy Bart, Ian Porteous, Pietro Perona, Max Welling
Unsupervised learning of visual taxonomies. CVPR (2008)
Max Welling, Ian Porteous, Evgeniy Bart
Infinite State Bayes-Nets for Structured Domains. NIPS (2007)
Ian Porteous, Alexander T. Ihler, Padhraic Smyth, Max Welling
Gibbs Sampling for (Coupled) Infinite Mixture Models in the Stick Breaking Representation. UAI (2006)