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log-concave sampling

13 papers

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Co-occurring keywords

markov chain monte carlo (725) log-concave distribution (46) mixing time (70) langevin diffusion (23) metropolis-adjusted langevin algorithm (10) sampling algorithm (130) wasserstein distance (417) langevin algorithm (22) stochastic differential equation (181) mcmc sampling (70)

Papers

Reverse Transition Kernel: A Flexible Framework to Accelerate Diffusion Inference NIPS 2024
Provable Posterior Sampling with Denoising Oracles via Tilted Transport NIPS 2024
Sampling from the Mean-Field Stationary Distribution COLT 2024
Log-concave Sampling from a Convex Body with a Barrier: a Robust and Unified Dikin Walk NIPS 2024
Quantum Algorithms for Sampling Log-Concave Distributions and Estimating Normalizing Constants NIPS 2022
Minimax Mixing Time of the Metropolis-Adjusted Langevin Algorithm for Log-Concave Sampling JMLR 2022
High-Order Langevin Diffusion Yields an Accelerated MCMC Algorithm JMLR 2021
Implicit Langevin Algorithms for Sampling From Log-concave Densities JMLR 2021
Wasserstein Control of Mirror Langevin Monte Carlo COLT 2020
Log-concave sampling: Metropolis-Hastings algorithms are fast JMLR 2019
The Randomized Midpoint Method for Log-Concave Sampling NIPS 2019
Log-concave sampling: Metropolis-Hastings algorithms are fast! COLT 2018
Escaping the Local Minima via Simulated Annealing: Optimization of Approximately Convex Functions COLT 2015