dirichlet process

An Autoregressive Approach to Nonparametric Hierarchical Dependent Modeling AISTATS 2012 Augment-and-Conquer Negative Binomial Processes NeurIPS 2012 Bayesian estimation of discrete entropy with mixtures of stick-breaking priors NeurIPS 2012 Coupling Nonparametric Mixtures via Latent Dirichlet Processes NeurIPS 2012 Nonparametric Bayesian Inverse Reinforcement Learning for Multiple Reward Functions NeurIPS 2012 Nonparametric Bayesian Models for Unsupervised Scene Analysis and Reconstruction RSS 2012 Online Learning of a Dirichlet Process Mixture of Generalized Dirichlet Distributions for Simultaneous Clustering and Localized Feature Selection ACML 2012 Repulsive Mixtures NeurIPS 2012 Small-Variance Asymptotics for Exponential Family Dirichlet Process Mixture Models NeurIPS 2012 Truncation-free Online Variational Inference for Bayesian Nonparametric Models NeurIPS 2012 Bayesian Hierarchical Cross-Clustering AISTATS 2011 Bayesian Partitioning of Large-Scale Distance Data NeurIPS 2011 Dirichlet Process Mixtures of Generalized Linear Models JMLR 2011 Hierarchical Topic Modeling for Analysis of Time-Evolving Personal Choices NeurIPS 2011 On the Analysis of Multi-Channel Neural Spike Data NeurIPS 2011 Producing Power-Law Distributions and Damping Word Frequencies with Two-Stage Language Models JMLR 2011 An Alternative Prior Process for Nonparametric Bayesian Clustering AISTATS 2010 Classification with Incomplete Data Using Dirichlet Process Priors JMLR 2010 Construction of Dependent Dirichlet Processes based on Poisson Processes NeurIPS 2010 Cross Species Expression Analysis using a Dirichlet Process Mixture Model with Latent Matchings NeurIPS 2010 Dirichlet Process Mixtures of Generalized Linear Models AISTATS 2010 Matrix-Variate Dirichlet Process Mixture Models AISTATS 2010 Nonparametric Density Estimation for Stochastic Optimization with an Observable State Variable NeurIPS 2010 Supervised Dimension Reduction Using Bayesian Mixture Modeling AISTATS 2010 Bayesian Nonparametric Models on Decomposable Graphs NeurIPS 2009