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hierarchical dirichlet process

49 papers

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Also known as

HDP

Co-occurring keywords

bayesian nonparametrics (270) topic model (290) topic modeling (461) variational inference (2069) nonparametric bayesian (124) gibbs sampling (201) hierarchical dirichlet processes (7) bayesian inference (1907) online learning (1777) dirichlet process (132)

Papers

Learning Adverbs with Spectral Mixture Kernels ACL 2024
Improving Diachronic Word Sense Induction with a Nonparametric Bayesian method ACL 2023
Posterior Asymptotics for Boosted Hierarchical Dirichlet Process Mixtures JMLR 2022
Online Neural Sequence Detection with Hierarchical Dirichlet Point Process NIPS 2022
Scalable and Flexible Clustering of Grouped Data via Parallel and Distributed Sampling in Versatile Hierarchical Dirichlet Processes UAI 2020
Sparse Parallel Training of Hierarchical Dirichlet Process Topic Models EMNLP 2020
Statistical Model Aggregation via Parameter Matching NIPS 2019
Integration of Knowledge Graph Embedding Into Topic Modeling with Hierarchical Dirichlet Process NAACL 2019
Dynamic Network Model from Partial Observations NIPS 2018
Hierarchical Dirichlet Gaussian Marked Hawkes Process for Narrative Reconstruction in Continuous Time Domain EMNLP 2018
Learning Topic-Sensitive Word Representations ACL 2017
An Infinite Hidden Markov Model With Similarity-Biased Transitions ICML 2017
Improving Semantic Composition with Offset Inference ACL 2017
Scalable Approximate Bayesian Inference for Outlier Detection under Informative Sampling JMLR 2016
Stochastic Variational Inference for the HDP-HMM AISTATS 2016
Unifying Topic, Sentiment & Preference in an HDP-Based Rating Regression Model for Online Reviews ACML 2016
Online Bayesian Moment Matching for Topic Modeling with Unknown Number of Topics NIPS 2016
A Graphical Model Approach for Matching Partial Signatures CVPR 2015
Reliable and Scalable Variational Inference for the Hierarchical Dirichlet Process AISTATS 2015
A reversible infinite HMM using normalised random measures ICML 2014
Parallel Sampling of HDPs using Sub-Cluster Splits NIPS 2014
Hierarchical Dirichlet Scaling Process ICML 2014
Spike train entropy-rate estimation using hierarchical Dirichlet process priors NIPS 2013
Efficient Online Inference for Bayesian Nonparametric Relational Models NIPS 2013
Manipulation Pattern Discovery: A Nonparametric Bayesian Approach ICCV 2013