A survey of non-exchangeable priors for Bayesian nonparametric models

20 November 2012

Papers citing "A survey of non-exchangeable priors for Bayesian nonparametric models"

24 / 24 papers shown

Title
Nonparametric priors with full-range borrowing of information Filippo Ascolani Beatrice Franzolini Antonio Lijoi Igor Prunster 65 4 0 01 Oct 2023
Conditional partial exchangeability: a probabilistic framework for multi-view clustering Beatrice Franzolini Maria de Iorio J. Eriksson 34 6 0 03 Jul 2023
Topics in Contextualised Attention Embeddings Mozhgan Talebpour A. G. S. D. Herrera Shoaib Jameel 67 2 0 11 Jan 2023
Flexible clustering via hidden hierarchical Dirichlet priors Antonio Lijoi Igor Prunster Giovanni Rebaudo 13 24 0 18 Jan 2022
Separate Exchangeability as Modeling Principle in Bayesian Nonparametrics Giovanni Rebaudo Qiaohui Lin Peter Mueller 20 8 0 14 Dec 2021
A Wasserstein index of dependence for random measures Marta Catalano Hugo Lavenant Antonio Lijoi Igor Prunster 112 7 0 14 Sep 2021
Multilinear Dirichlet Processes Xinfeng Li 8 0 0 16 Jun 2021
Non-exchangeable feature allocation models with sublinear growth of the feature sizes Giuseppe Di Benedetto François Caron Yee Whye Teh 13 5 0 30 Mar 2020
Marginally-calibrated deep distributional regression Nadja Klein David J. Nott M. Smith UQCV 86 14 0 26 Aug 2019
Local Exchangeability Trevor Campbell Saifuddin Syed Chiao-Yu Yang Michael I. Jordan Tamara Broderick 52 1 0 22 Jun 2019
Importance conditional sampling for Pitman-Yor mixtures A. Canale R. Corradin Bernardo Nipoti 61 17 0 19 Jun 2019
A New Class of Time Dependent Latent Factor Models with Applications Sinead Williamson M. Zhang P. Damien AI4CE 36 2 0 18 Apr 2019
Neural Clustering Processes Ari Pakman Yueqi Wang Catalin Mitelut JinHyung Lee Liam Paninski BDL 24 5 0 28 Dec 2018
Deep Neural Network for Analysis of DNA Methylation Data Hong Yu Zhanyu Ma 17 2 0 02 Aug 2018
Infinite Mixture of Inverted Dirichlet Distributions Zhanyu Ma Yuping Lai 16 0 0 27 Jul 2018
Inverse Reinforcement Learning via Nonparametric Spatio-Temporal Subgoal Modeling Adrian Šošić Elmar Rueckert Jan Peters A. Zoubir Heinz Koeppl OffRL 51 9 0 01 Mar 2018
Non-exchangeable random partition models for microclustering Giuseppe Di Benedetto François Caron Yee Whye Teh 45 12 0 20 Nov 2017
HNP3: A Hierarchical Nonparametric Point Process for Modeling Content Diffusion over Social Media Seyyed Abbas Hosseini Ali Khodadadi Soheil Arabzade Hamid R. Rabiee DiffM 37 14 0 02 Oct 2016
Flexible online multivariate regression with variational Bayes and the matrix-variate Dirichlet process Meng Hwee Victor Ong David J. Nott Ajay Jasra 34 0 0 29 Feb 2016
String and Membrane Gaussian Processes Yves-Laurent Kom Samo Stephen J. Roberts 87 18 0 24 Jul 2015
A priori truncation method for posterior sampling from homogeneous normalized completely random measure mixture models R. Argiento Ilaria Bianchini A. Guglielmi 79 4 0 16 Jul 2015
Dependent Indian Buffet Process-based Sparse Nonparametric Nonnegative Matrix Factorization Junyu Xuan Jie Lu G. Zhang R. Xu Xiangfeng Luo 13 1 0 12 Jul 2015
Correlated Random Measures Rajesh Ranganath David M. Blei 203 21 0 02 Jul 2015
Distance Dependent Infinite Latent Feature Models S. Gershman P. Frazier David M. Blei 89 34 0 25 Oct 2011