← Keywords

nonparametric bayesian

124 papers

Explore in graph

Also known as

BNP NPB

Co-occurring keywords

bayesian nonparametrics (175) bayesian inference (1904) dirichlet process (132) gaussian process (1198) variational inference (2069) indian buffet process (40) bayesian nonparametric (137) markov chain monte carlo (724) gibbs sampling (201) hierarchical dirichlet process (49)

Papers

Fast Allocation of Gaussian Process Experts ICML 2014
Poisson Process Jumping between an Unknown Number of Rates: Application to Neural Spike Data NIPS 2014
A New Approach to Probabilistic Programming Inference AISTATS 2014
Dependent nonparametric trees for dynamic hierarchical clustering NIPS 2014
Nonparametric Bayesian inference on multivariate exponential families NIPS 2014
Bayesian Max-margin Multi-Task Learning with Data Augmentation ICML 2014
Scaling Nonparametric Bayesian Inference via Subsample-Annealing AISTATS 2014
Improving Prediction from Dirichlet Process Mixtures via Enrichment JMLR 2014
The Infinite Mixture of Infinite Gaussian Mixtures NIPS 2014
A reversible infinite HMM using normalised random measures ICML 2014
Max-Margin Infinite Hidden Markov Models ICML 2014
Nonparametric Mixture of Gaussian Processes with Constraints ICML 2013
Nonparametric Multi-group Membership Model for Dynamic Networks NIPS 2013
Parallel Markov Chain Monte Carlo for Nonparametric Mixture Models ICML 2013
Manipulation Pattern Discovery: A Nonparametric Bayesian Approach ICCV 2013
Bayesian learning of joint distributions of objects AISTATS 2013
ODE parameter inference using adaptive gradient matching with Gaussian processes AISTATS 2013
Dynamic Clustering via Asymptotics of the Dependent Dirichlet Process Mixture NIPS 2013
Infinite Positive Semidefinite Tensor Factorization for Source Separation of Mixture Signals ICML 2013
Real-Time Inference for a Gamma Process Model of Neural Spiking NIPS 2013
Beta-Negative Binomial Process and Poisson Factor Analysis AISTATS 2012
Stick-Breaking Beta Processes and the Poisson Process AISTATS 2012
The Time-Marginalized Coalescent Prior for Hierarchical Clustering NIPS 2012
Coupling Nonparametric Mixtures via Latent Dirichlet Processes NIPS 2012
A Nonparametric Conjugate Prior Distribution for the Maximizing Argument of a Noisy Function NIPS 2012