Convergence of the Riemannian Langevin Algorithm

22 April 2022

Papers citing "Convergence of the Riemannian Langevin Algorithm"

18 / 18 papers shown

Title
Mirror Mean-Field Langevin Dynamics Anming Gu Juno Kim 24 0 0 05 May 2025
Langevin Multiplicative Weights Update with Applications in Polynomial Portfolio Management Yi-Hu Feng Xiao Wang Tian Xie 52 0 0 26 Feb 2025
Simplicity Bias via Global Convergence of Sharpness Minimization Khashayar Gatmiry Zhiyuan Li Sashank J. Reddi Stefanie Jegelka 19 1 0 21 Oct 2024
Efficient Sampling on Riemannian Manifolds via Langevin MCMC Xiang Cheng J. Zhang S. Sra 39 7 0 15 Feb 2024
Non-reversible lifts of reversible diffusion processes and relaxation times Andreas Eberle Francis Lörler 14 8 0 07 Feb 2024
Sampling and estimation on manifolds using the Langevin diffusion Karthik Bharath Alexander Lewis Akash Sharma M. Tretyakov DiffM 55 5 0 22 Dec 2023
Fast sampling from constrained spaces using the Metropolis-adjusted Mirror Langevin algorithm Vishwak Srinivasan Andre Wibisono Ashia C. Wilson 17 7 0 14 Dec 2023
Fast Sampling and Inference via Preconditioned Langevin Dynamics Riddhiman Bhattacharya Tiefeng Jiang 14 1 0 11 Oct 2023
Metropolis Sampling for Constrained Diffusion Models N. Fishman Leo Klarner Emile Mathieu M. Hutchinson Valentin De Bortoli DiffM 19 13 0 11 Jul 2023
Non-Log-Concave and Nonsmooth Sampling via Langevin Monte Carlo Algorithms Tim Tsz-Kit Lau Han Liu T. Pock 21 2 0 25 May 2023
Accelerating Convergence in Global Non-Convex Optimization with Reversible Diffusion Ryo Fujino 23 0 0 19 May 2023
Diffusion Models for Constrained Domains N. Fishman Leo Klarner Valentin De Bortoli Emile Mathieu M. Hutchinson DiffM 12 35 0 11 Apr 2023
Query lower bounds for log-concave sampling Sinho Chewi Jaume de Dios Pont Jerry Li Chen Lu Shyam Narayanan 14 8 0 05 Apr 2023
Algorithmic Aspects of the Log-Laplace Transform and a Non-Euclidean Proximal Sampler Sivakanth Gopi Y. Lee Daogao Liu Ruoqi Shen Kevin Tian 10 7 0 13 Feb 2023
Resolving the Mixing Time of the Langevin Algorithm to its Stationary Distribution for Log-Concave Sampling Jason M. Altschuler Kunal Talwar 12 23 0 16 Oct 2022
Condition-number-independent convergence rate of Riemannian Hamiltonian Monte Carlo with numerical integrators Yunbum Kook Y. Lee Ruoqi Shen Santosh Vempala 17 12 0 13 Oct 2022
Equivariant Descriptor Fields: SE(3)-Equivariant Energy-Based Models for End-to-End Visual Robotic Manipulation Learning Hyunwoo Ryu Jeong-Hoon Lee Honglak Lee Jongeun Choi 13 53 0 16 Jun 2022
The Mirror Langevin Algorithm Converges with Vanishing Bias Ruilin Li Molei Tao Santosh Vempala Andre Wibisono 37 35 0 24 Sep 2021