Enhanced gradient-based MCMC in discrete spaces

29 July 2022

Papers citing "Enhanced gradient-based MCMC in discrete spaces"

7 / 7 papers shown

Title
Entropy-Guided Sampling of Flat Modes in Discrete Spaces Pinaki Mohanty Riddhiman Bhattacharya Ruqi Zhang 60 0 0 05 May 2025
Unlocking Guidance for Discrete State-Space Diffusion and Flow Models Hunter Nisonoff Junhao Xiong Stephan Allenspach Jennifer Listgarten 55 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 18 1 0 29 Dec 2023
Training Discrete Energy-Based Models with Energy Discrepancy Tobias Schröder Zijing Ou Yingzhen Li Andrew B. Duncan 11 0 0 14 Jul 2023
Structured Voronoi Sampling Afra Amini Li Du Ryan Cotterell DiffM 14 1 0 05 Jun 2023
Non-Log-Concave and Nonsmooth Sampling via Langevin Monte Carlo Algorithms Tim Tsz-Kit Lau Han Liu T. Pock 28 4 0 25 May 2023
Discrete Langevin Sampler via Wasserstein Gradient Flow Haoran Sun H. Dai Bo Dai Haomin Zhou Dale Schuurmans BDL 34 19 0 29 Jun 2022