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bayesian clustering

19 papers

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BMC

Co-occurring keywords

dirichlet process (132) bayesian inference (1904) nonparametric bayesian (124) markov chain monte carlo (724) mixture model (262) variational inference (2069) hierarchical clustering (232) posterior distribution (259) pitman-yor process (19) relational data (10)

Papers

Consistent Model-based Clustering using the Quasi-Bernoulli Stick-breaking Process JMLR 2023
Bayesian Clustering of Neural Spiking Activity Using a Mixture of Dynamic Poisson Factor Analyzers NIPS 2022
Amortized Mixing Coupling Processes for Clustering NIPS 2022
Bayesian Distance Clustering JMLR 2021
A Bayesian Contiguous Partitioning Method for Learning Clustered Latent Variables JMLR 2021
BCTH: A Novel Text Hashing Approach via Bayesian Clustering AACL 2020
On Application of Bayesian Parametric and Non-parametric Methods for User Cohorting in Product Search ACL 2020
YASS: Yet Another Spike Sorter NIPS 2017
Interactive Bayesian Hierarchical Clustering ICML 2016
Flexible Models for Microclustering with Application to Entity Resolution NIPS 2016
Robust Bayesian Max-Margin Clustering NIPS 2014
Summary Statistics for Partitionings and Feature Allocations NIPS 2013
Bayesian Partitioning of Large-Scale Distance Data NIPS 2011
An Alternative Prior Process for Nonparametric Bayesian Clustering AISTATS 2010
Modelling Relational Data using Bayesian Clustered Tensor Factorization NIPS 2009
An Efficient Sequential Monte Carlo Algorithm for Coalescent Clustering NIPS 2008
Bayesian Agglomerative Clustering with Coalescents NIPS 2007
Clustering Under Prior Knowledge with Application to Image Segmentation NIPS 2006
A Bayesian Model for Supervised Clustering with the Dirichlet Process Prior JMLR 2005