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Gradient-free Hamiltonian Monte Carlo with Efficient Kernel Exponential Families

8 June 2015

Dino Sejdinovic

Papers citing "Gradient-free Hamiltonian Monte Carlo with Efficient Kernel Exponential Families"

29 / 29 papers shown

Title
Energy-Guided Continuous Entropic Barycenter Estimation for General Costs Alexander Kolesov Petr Mokrov Igor Udovichenko Milena Gazdieva G. Pammer Anastasis Kratsios Evgeny Burnaev Alexander Korotin OT 133 3 0 02 Oct 2023
Differentiable Neural Networks with RePU Activation: with Applications to Score Estimation and Isotonic Regression Guohao Shen Yuling Jiao Yuanyuan Lin Jian Huang 129 3 0 01 May 2023
Robust Generalised Bayesian Inference for Intractable Likelihoods Takuo Matsubara Jeremias Knoblauch François‐Xavier Briol Chris J. Oates UQCV 87 80 0 15 Apr 2021
Ensemble Inference Methods for Models With Noisy and Expensive Likelihoods Oliver R. A. Dunbar Andrew B. Duncan Andrew M. Stuart Marie-Therese Wolfram 82 27 0 07 Apr 2021
Efficient Learning of Generative Models via Finite-Difference Score Matching Tianyu Pang Kun Xu Chongxuan Li Yang Song Stefano Ermon Jun Zhu DiffM 104 55 0 07 Jul 2020
Nonparametric Score Estimators Yuhao Zhou Jiaxin Shi Jun Zhu 106 24 0 20 May 2020
Kernelized Wasserstein Natural Gradient Michael Arbel Arthur Gretton Wuchen Li Guido Montúfar 70 23 0 21 Oct 2019
Deep Markov Chain Monte Carlo Babak Shahbaba L. M. Lomeli T. Chen Shiwei Lan BDL 66 8 0 13 Oct 2019
Walsh-Hadamard Variational Inference for Bayesian Deep Learning Simone Rossi Sébastien Marmin Maurizio Filippone BDL 110 16 0 27 May 2019
Sliced Score Matching: A Scalable Approach to Density and Score Estimation Yang Song Sahaj Garg Jiaxin Shi Stefano Ermon 171 419 0 17 May 2019
Efficiency and robustness in Monte Carlo sampling of 3-D geophysical inversions with Obsidian v0.1.2: Setting up for success R. Scalzo D. Kohn H. Olierook G. Houseman Rohitash Chandra Mark Girolami Sally Cripps 67 32 0 02 Dec 2018
Learning deep kernels for exponential family densities W. Li Danica J. Sutherland Heiko Strathmann Arthur Gretton BDL 106 74 0 20 Nov 2018
A Spectral Approach to Gradient Estimation for Implicit Distributions Jiaxin Shi Shengyang Sun Jun Zhu 108 92 0 07 Jun 2018
Stein Variational Gradient Descent Without Gradient J. Han Qiang Liu 92 45 0 07 Jun 2018
Generalizing Hamiltonian Monte Carlo with Neural Networks Daniel Levy Matthew D. Hoffman Jascha Narain Sohl-Dickstein BDL 92 130 0 25 Nov 2017
Kernel Conditional Exponential Family Michael Arbel Arthur Gretton 90 26 0 15 Nov 2017
Modified Hamiltonian Monte Carlo for Bayesian inference Tijana Radivojević E. Akhmatskaya 122 31 0 13 Jun 2017
Kinetic energy choice in Hamiltonian/hybrid Monte Carlo Samuel Livingstone Michael F Faulkner Gareth O. Roberts 105 45 0 08 Jun 2017
Hamiltonian Monte Carlo Methods for Subset Simulation in Reliability Analysis Ziqi Wang M. Broccardo Junho Song 46 123 0 05 Jun 2017
Gradient Estimators for Implicit Models Yingzhen Li Richard Turner 174 108 0 19 May 2017
Pseudo-Marginal Hamiltonian Monte Carlo Johan Alenlöv Arnaud Doucet Fredrik Lindsten 89 22 0 08 Jul 2016
Uncertain programming model for multi-item solid transportation problem Hasan Dalman 170 749 0 31 May 2016
A Kernel Test of Goodness of Fit Kacper P. Chwialkowski Heiko Strathmann Arthur Gretton BDL 219 328 0 09 Feb 2016
Variational Hamiltonian Monte Carlo via Score Matching Cheng Zhang Babak Shahbaba Hongkai Zhao BDL 95 26 0 06 Feb 2016
Kernel Sequential Monte Carlo Ingmar Schuster Heiko Strathmann Brooks Paige Dino Sejdinovic BDL 82 7 0 11 Oct 2015
Hamiltonian Monte Carlo Acceleration Using Surrogate Functions with Random Bases Cheng Zhang Babak Shahbaba Hongkai Zhao 155 32 0 18 Jun 2015
Optimal Rates for Random Fourier Features Bharath K. Sriperumbudur Z. Szabó 108 130 0 06 Jun 2015
Scalable Bayesian Inference for the Inverse Temperature of a Hidden Potts Model M. Moores Geoff K. Nicholls A. Pettitt Kerrie Mengersen TPM 187 22 0 27 Mar 2015
Density Estimation in Infinite Dimensional Exponential Families Bharath K. Sriperumbudur Kenji Fukumizu Arthur Gretton Aapo Hyvarinen Revant Kumar 98 128 0 12 Dec 2013