Variational Hamiltonian Monte Carlo via Score Matching

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Variational Hamiltonian Monte Carlo via Score Matching

6 February 2016

Cheng Zhang

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Papers citing "Variational Hamiltonian Monte Carlo via Score Matching"

13 / 13 papers shown

Title
Proper scoring rules for estimation and forecast evaluation Kartik Waghmare Johanna Ziegel AI4TS 250 2 0 02 Apr 2025
EigenVI: score-based variational inference with orthogonal function expansions Diana Cai Chirag Modi C. Margossian Robert Mansel Gower David M. Blei Lawrence K. Saul BDL 77 7 0 31 Oct 2024
Batch, match, and patch: low-rank approximations for score-based variational inference Chirag Modi Diana Cai Lawrence K. Saul BDL 94 3 0 29 Oct 2024
Dimension reduction via score ratio matching Ricardo Baptista Michael C. Brennan Youssef Marzouk 47 1 0 25 Oct 2024
Kernel Semi-Implicit Variational Inference Ziheng Cheng Longlin Yu Tianyu Xie Shiyue Zhang Cheng Zhang 57 7 0 29 May 2024
Batch and match: black-box variational inference with a score-based divergence Diana Cai Chirag Modi Loucas Pillaud-Vivien C. Margossian Robert Mansel Gower David M. Blei Lawrence K. Saul 77 10 0 22 Feb 2024
Uncertainty Quantification of Graph Convolution Neural Network Models of Evolving Processes J. Hauth Cosmin Safta Xun Huan Ravi G. Patel Reese E. Jones BDL UQCV 74 2 0 17 Feb 2024
Scaling Up Bayesian Neural Networks with Neural Networks Zahra Moslemi Yang Meng Shiwei Lan Babak Shahbaba BDL 73 1 0 19 Dec 2023
Hierarchical Semi-Implicit Variational Inference with Application to Diffusion Model Acceleration Longlin Yu Tianyu Xie Yu Zhu Tong Yang Xiangyu Zhang Cheng Zhang DiffM 64 10 0 26 Oct 2023
Semi-Implicit Variational Inference via Score Matching Longlin Yu Chuxu Zhang 77 17 0 19 Aug 2023
Uncertainty Quantification in Machine Learning for Engineering Design and Health Prognostics: A Tutorial V. Nemani Luca Biggio Xun Huan Zhen Hu Olga Fink Anh Tran Yan Wang Xiaoge Zhang Chao Hu AI4CE 113 81 0 07 May 2023
Deep Markov Chain Monte Carlo Babak Shahbaba L. M. Lomeli T. Chen Shiwei Lan BDL 58 8 0 13 Oct 2019
Modified Hamiltonian Monte Carlo for Bayesian inference Tijana Radivojević E. Akhmatskaya 106 31 0 13 Jun 2017