conftrace_

bayesian nonparametric model

15 papers

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Co-occurring keywords

bayesian nonparametrics (270) gibbs sampling (201) gaussian process (1200) network analysis (194) mixture model (262) markov chain monte carlo (725) dirichlet process (132) social network (227) gibbs sampler (37) dirichlet process mixture (24)

Papers

Bayesian Adaptive Superpixel Segmentation ICCV 2019
Bayesian Nonparametric Poisson-Process Allocation for Time-Sequence Modeling AISTATS 2018
Bayesian Learning of Dynamic Multilayer Networks JMLR 2017
Ordered Stick-Breaking Prior for Sequential MCMC Inference of Bayesian Nonparametric Models ICML 2015
Streaming Variational Inference for Bayesian Nonparametric Mixture Models AISTATS 2015
Bayesian Logistic Gaussian Process Models for Dynamic Networks AISTATS 2014
Parallel Sampling of HDPs using Sub-Cluster Splits NIPS 2014
Random function priors for exchangeable arrays with applications to graphs and relational data NIPS 2012
Bayesian nonparametric models for bipartite graphs NIPS 2012
Truncation-free Online Variational Inference for Bayesian Nonparametric Models NIPS 2012
Modelling Reciprocating Relationships with Hawkes Processes NIPS 2012
Bayesian nonparametric models for ranked data NIPS 2012
Modelling Genetic Variations using Fragmentation-Coagulation Processes NIPS 2011
Matrix-Variate Dirichlet Process Mixture Models AISTATS 2010
Spatial Normalized Gamma Processes NIPS 2009