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Penalized Overdamped and Underdamped Langevin Monte Carlo Algorithms for
  Constrained Sampling
v1v2 (latest)

Penalized Overdamped and Underdamped Langevin Monte Carlo Algorithms for Constrained Sampling

29 November 2022
Mert Gurbuzbalaban
Yuanhan Hu
Lingjiong Zhu
ArXiv (abs)PDFHTMLGithub

Papers citing "Penalized Overdamped and Underdamped Langevin Monte Carlo Algorithms for Constrained Sampling"

7 / 7 papers shown
Oracle-based Uniform Sampling from Convex Bodies
Oracle-based Uniform Sampling from Convex Bodies
Thanh Dang
Jiaming Liang
189
1
0
03 Oct 2025
Anchored Langevin Algorithms
Anchored Langevin Algorithms
Mert Gurbuzbalaban
Hoang M. Nguyen
Xicheng Zhang
Lingjiong Zhu
225
0
0
23 Sep 2025
Zeroth-order Logconcave Sampling
Zeroth-order Logconcave Sampling
Yunbum Kook
Santosh S. Vempala
190
2
0
24 Jul 2025
Accelerating Constrained Sampling: A Large Deviations Approach
Accelerating Constrained Sampling: A Large Deviations Approach
Yingli Wang
Changwei Tu
Xiaoyu Wang
Lingjiong Zhu
259
0
0
09 Jun 2025
Strictly Constrained Generative Modeling via Split Augmented Langevin Sampling
Strictly Constrained Generative Modeling via Split Augmented Langevin Sampling
Matthieu Blanke
Yongquan Qu
Sara Shamekh
Pierre Gentine
DiffM
469
3
0
23 May 2025
Accelerating Langevin Monte Carlo Sampling: A Large Deviations Analysis
Accelerating Langevin Monte Carlo Sampling: A Large Deviations Analysis
Nian Yao
Pervez Ali
Xihua Tao
Lingjiong Zhu
310
1
0
24 Mar 2025
In-and-Out: Algorithmic Diffusion for Sampling Convex Bodies
In-and-Out: Algorithmic Diffusion for Sampling Convex BodiesNeural Information Processing Systems (NeurIPS), 2024
Yunbum Kook
Santosh Vempala
Matthew Shunshi Zhang
329
17
0
02 May 2024
1
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