conftrace_

stick-breaking process

17 papers

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Also known as

SBP

Co-occurring keywords

bayesian nonparametrics (270) topic modeling (461) relational datum (44) markov chain monte carlo (725) bayesian inference (1907) probabilistic modeling (852) nonparametric bayesian (124) stochastic process (388) tree structure (140) nonparametric prior (11)

Papers

Beyond Single Path Integrated Gradients for Reliable Input Attribution via Randomized Path Sampling ICCV 2023
Consistent Model-based Clustering using the Quasi-Bernoulli Stick-breaking Process JMLR 2023
Tree-Structured Topic Modeling with Nonparametric Neural Variational Inference IJCNLP 2021
Permuton-induced Chinese Restaurant Process NIPS 2021
Tree-Structured Topic Modeling with Nonparametric Neural Variational Inference ACL 2021
GENESIS-V2: Inferring Unordered Object Representations without Iterative Refinement NIPS 2021
Baxter Permutation Process NIPS 2020
A New Distribution on the Simplex with Auto-Encoding Applications NIPS 2019
Permuted and Augmented Stick-Breaking Bayesian Multinomial Regression JMLR 2018
Bayesian Language Model based on Mixture of Segmental Contexts for Spontaneous Utterances with Unexpected Words COLING 2016
Ordered Stick-Breaking Prior for Sequential MCMC Inference of Bayesian Nonparametric Models ICML 2015
Logistic Stick-Breaking Process JMLR 2011
Hierarchical Topic Modeling for Analysis of Time-Evolving Personal Choices NIPS 2011
Learning concept graphs from text with stick-breaking priors NIPS 2010
Tree-Structured Stick Breaking for Hierarchical Data NIPS 2010
Improvements to the Sequence Memoizer NIPS 2010
The Mondrian Process NIPS 2008