conftrace_

small-variance asymptotics

6 papers

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SVA

Co-occurring keywords

bayesian nonparametrics (270) clustering algorithm (206) topic modeling (461) dirichlet process (132) sequence data (1) hidden markov model (302) state space model (390) sequence model (92) mixture of gaussian (31) markov jump process (10)

Papers

Combinatorial Topic Models using Small-Variance Asymptotics AISTATS 2017
DP-space: Bayesian Nonparametric Subspace Clustering with Small-variance Asymptotics ICML 2015
JUMP-Means: Small-Variance Asymptotics for Markov Jump Processes ICML 2015
Small-Variance Asymptotics for Hidden Markov Models NIPS 2013
MAD-Bayes: MAP-based Asymptotic Derivations from Bayes ICML 2013
Small-Variance Asymptotics for Exponential Family Dirichlet Process Mixture Models NIPS 2012