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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

Streaming Inference for Infinite Feature Models ICML 2022
Continual Learning using a Bayesian Nonparametric Dictionary of Weight Factors AISTATS 2021
Hierarchical Indian buffet neural networks for Bayesian continual learning UAI 2021
Local Competition and Stochasticity for Adversarial Robustness in Deep Learning AISTATS 2021
A New Class of Time Dependent Latent Factor Models with Applications JMLR 2020
The Indian Chefs Process UAI 2020
Non-exchangeable feature allocation models with sublinear growth of the feature sizes AISTATS 2020
Variational Russian Roulette for Deep Bayesian Nonparametrics ICML 2019
Discovering Latent Covariance Structures for Multiple Time Series ICML 2019
Small-Variance Asymptotics for Nonparametric Bayesian Overlapping Stochastic Blockmodels IJCAI 2018
Latent Feature Lasso ICML 2017
Poisson Random Fields for Dynamic Feature Models JMLR 2017
A Birth-Death Process for Feature Allocation ICML 2017
Learning The Structure of Deep Convolutional Networks ICCV 2015
General Table Completion using a Bayesian Nonparametric Model NIPS 2014
A Probabilistic Framework for Multimodal Retrieval using Integrative Indian Buffet Process NIPS 2014
Bayesian Nonparametric Comorbidity Analysis of Psychiatric Disorders JMLR 2014
Spectral Methods for Indian Buffet Process Inference NIPS 2014
A Non-parametric Conditional Factor Regression Model for Multi-Dimensional Input and Response AISTATS 2014
Factorized Asymptotic Bayesian Inference for Latent Feature Models NIPS 2013
Nonparametric Multi-group Membership Model for Dynamic Networks NIPS 2013
Scaling the Indian Buffet Process via Submodular Maximization ICML 2013
A Coupled Indian Buffet Process Model for Collaborative Filtering ACML 2012
A Nonparametric Bayesian Model for Multiple Clustering with Overlapping Feature Views AISTATS 2012
Bayesian Nonparametric Modeling of Suicide Attempts NIPS 2012