A Langevin-like Sampler for Discrete Distributions

20 June 2022

Papers citing "A Langevin-like Sampler for Discrete Distributions"

11 / 11 papers shown

Title
Entropy-Guided Sampling of Flat Modes in Discrete Spaces Pinaki Mohanty Riddhiman Bhattacharya Ruqi Zhang 146 0 0 05 May 2025
Regularized Langevin Dynamics for Combinatorial Optimization Shengyu Feng Yiming Yang 73 0 0 01 Feb 2025
A Family of Distributions of Random Subsets for Controlling Positive and Negative Dependence Sangwoo Shin H. Hino 29 0 0 02 Aug 2024
Informed Correctors for Discrete Diffusion Models Yixiu Zhao Jiaxin Shi Lester W. Mackey Scott W. Linderman Lester Mackey Scott Linderman 48 9 0 30 Jul 2024
Unlocking Guidance for Discrete State-Space Diffusion and Flow Models Hunter Nisonoff Junhao Xiong Stephan Allenspach Jennifer Listgarten 60 31 0 03 Jun 2024
Principled Gradient-based Markov Chain Monte Carlo for Text Generation Li Du Afra Amini Lucas Torroba Hennigen Xinyan Velocity Yu Jason Eisner Holden Lee Ryan Cotterell BDL 23 1 0 29 Dec 2023
Efficient Informed Proposals for Discrete Distributions via Newton's Series Approximation Yue Xiang Dongyao Zhu Bowen Lei Dongkuan Xu Ruqi Zhang 26 5 0 27 Feb 2023
Enhanced gradient-based MCMC in discrete spaces Benjamin Rhodes Michael U. Gutmann 29 15 0 29 Jul 2022
Discrete Langevin Sampler via Wasserstein Gradient Flow Haoran Sun H. Dai Bo Dai Haomin Zhou Dale Schuurmans BDL 42 19 0 29 Jun 2022
Alleviating Adversarial Attacks on Variational Autoencoders with MCMC Anna Kuzina Max Welling Jakub M. Tomczak AAML DRL 31 12 0 18 Mar 2022
MCMC using Hamiltonian dynamics Radford M. Neal 185 3,266 0 09 Jun 2012