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indian buffet process

40 papers

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Also known as

IBP

Co-occurring keywords

bayesian nonparametrics (270) nonparametric bayesian (124) bayesian inference (1907) latent feature model (19) variational inference (2069) markov chain monte carlo (725) latent factor model (50) beta process (15) feature allocation (7) probabilistic modeling (852)

Papers

The Indian Buffet Process: An Introduction and Review JMLR 2011
Inferring Interaction Networks using the IBP applied to microRNA Target Prediction NIPS 2011
Dependent Hierarchical Beta Process for Image Interpolation and Denoising AISTATS 2011
Learning the Structure of Deep Sparse Graphical Models AISTATS 2010
Dependent Indian Buffet Processes AISTATS 2010
Nonparametric Bayesian Matrix Factorization by Power-EP AISTATS 2010
Learning invariant features using the Transformed Indian Buffet Process NIPS 2010
Large Scale Nonparametric Bayesian Inference: Data Parallelisation in the Indian Buffet Process NIPS 2009
Indian Buffet Processes with Power-law Behavior NIPS 2009
Sharing Features among Dynamical Systems with Beta Processes NIPS 2009
An Infinite Factor Model Hierarchy Via a Noisy-Or Mechanism NIPS 2009
Nonparametric Latent Feature Models for Link Prediction NIPS 2009
Bayesian Nonparametric Models on Decomposable Graphs NIPS 2009
The Infinite Hierarchical Factor Regression Model NIPS 2008
The Infinite Factorial Hidden Markov Model NIPS 2008