The Poisson Gamma Belief Network

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The Poisson Gamma Belief Network

6 November 2015

Mingyuan Zhou

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Papers citing "The Poisson Gamma Belief Network"

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Title
Enhancing Uncertainty Estimation and Interpretability via Bayesian Non-negative Decision Layer Xinyue Hu Zhibin Duan Bo Chen Mingyuan Zhou UQCV BDL 150 0 0 28 May 2025
Knowledge-Aware Bayesian Deep Topic Model Dongsheng Wang Yishi Xu Miaoge Li Zhibin Duan Chaojie Wang Bo Chen Mingyuan Zhou BDL 101 16 0 20 Sep 2022
Ordinal Graph Gamma Belief Network for Social Recommender Systems Dongsheng Wang Chaojie Wang Bo Chen Mingyuan Zhou CML BDL 46 0 0 12 Sep 2022
TopicNet: Semantic Graph-Guided Topic Discovery Zhibin Duan Yishi Xu Bo Chen Dongsheng Wang Chaojie Wang Mingyuan Zhou BDL 84 15 0 27 Oct 2021
Sawtooth Factorial Topic Embeddings Guided Gamma Belief Network Zhibin Duan Dongsheng Wang Bo Chen Chaojie Wang Wenchao Chen Yewen Li Jie Ren Mingyuan Zhou BDL 93 42 0 30 Jun 2021
GO Hessian for Expectation-Based Objectives Yulai Cong Miaoyun Zhao Jianqiao Li Junya Chen Lawrence Carin 46 0 0 16 Jun 2020
Deep Autoencoding Topic Model with Scalable Hybrid Bayesian Inference Hao Zhang Bo Chen Yulai Cong D. Guo Hongwei Liu Mingyuan Zhou BDL 67 28 0 15 Jun 2020
Poisson-Randomized Gamma Dynamical Systems Aaron Schein Scott W. Linderman Mingyuan Zhou David M. Blei Hanna M. Wallach 62 19 0 28 Oct 2019
Random Function Priors for Correlation Modeling Aonan Zhang John Paisley 36 2 0 09 May 2019
GO Gradient for Expectation-Based Objectives Yulai Cong Miaoyun Zhao Ke Bai Lawrence Carin 150 16 0 17 Jan 2019
Dirichlet belief networks for topic structure learning He Zhao Lan Du Wray Buntine Mingyuan Zhou OOD BDL 67 44 0 02 Nov 2018
Parsimonious Bayesian deep networks Mingyuan Zhou BDL 43 8 0 22 May 2018
Locally Private Bayesian Inference for Count Models Aaron Schein Zhiwei Steven Wu Alexandra Schofield Mingyuan Zhou Hanna M. Wallach 156 37 0 22 Mar 2018
WHAI: Weibull Hybrid Autoencoding Inference for Deep Topic Modeling Hao Zhang Bo Chen D. Guo Mingyuan Zhou BDL 80 118 0 04 Mar 2018
Topic Compositional Neural Language Model Wenlin Wang Zhe Gan Wenqi Wang Dinghan Shen Jiaji Huang Ming-Yu Liu S. Satheesh Lawrence Carin 52 81 0 28 Dec 2017
Softplus Regressions and Convex Polytopes Mingyuan Zhou 78 16 0 23 Aug 2016
Nonparametric Bayesian Negative Binomial Factor Analysis Mingyuan Zhou 48 38 0 25 Apr 2016
Gamma Belief Networks Mingyuan Zhou Yulai Cong Bo Chen BDL 110 87 0 09 Dec 2015