Indian Buffet Process

• Infinite Latent Feature Models and the Indian Buffet Process [Griffiths & Ghahramani 2005]
• Hierarchical Beta Process and the Indian Buffet Process [Thibaux & Jordan 2007]
• Dependent Indian Buffet Process [Williamson, Orbanz, Ghahramani 2010]
• Nonparametric factor analysis with beta process priors [Paisley & Carin 2009]
• Nonparametric Bayesian sparse factor models with application to gene expression modeling [Knowles & Ghahramani 2011]
• (video) Inferring Structure from Data [Griffiths 2010]
• Accelerated sampling for the Indian buffet process [Doshi-Velez & Ghahramani 2010]
• (video) Accelerated Gibbs Sampling for the Indian Buffet Process [Doshi-Velez]
• Learning the Structure of Deep Sparse Graphical Models [Adams, Wallach, Ghahramani 2010]
• (video) Learning the structure of deep sparse graphical models [Wallach 2010]