Ian Porteous

According to our database, Ian Porteous authored at least 7 papers between 2006 and 2012.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2012

Exchangeable inconsistent priors for Bayesian posterior inference.

Max Welling, Ian Porteous, Kenichi Kurihara

Proceedings of the 2012 Information Theory and Applications Workshop, 2012

2010

Bayesian Matrix Factorization with Side Information and Dirichlet Process Mixtures.

Ian Porteous, Arthur U. Asuncion, Max Welling

Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2008

Fast collapsed gibbs sampling for latent dirichlet allocation.

Ian Porteous, David Newman, Alexander Ihler, Arthur U. Asuncion, Padhraic Smyth, Max Welling

Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

Unsupervised learning of visual taxonomies.

Evgeniy Bart, Ian Porteous, Pietro Perona, Max Welling

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Multi-HDP: A Non Parametric Bayesian Model for Tensor Factorization.

Ian Porteous, Evgeniy Bart, Max Welling

Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007

Infinite State Bayes-Nets for Structured Domains.

Max Welling, Ian Porteous, Evgeniy Bart

Proceedings of the Advances in Neural Information Processing Systems 20, 2007

2006

Gibbs Sampling for (Coupled) Infinite Mixture Models in the Stick Breaking Representation.

Ian Porteous, Alexander T. Ihler, Padhraic Smyth, Max Welling

Proceedings of the UAI '06, 2006