{"total":25,"rows":[{"id":"2302.10249","title":"Faster high-accuracy log-concave sampling via algorithmic warm starts","created":"2023-02-20","cited_by_count":45,"area":null},{"id":"2303.03589","title":"Towards a Complete Analysis of Langevin Monte Carlo: Beyond Poincar\\'e Inequality","created":"2023-03-07","cited_by_count":31,"area":null},{"id":"2401.09016","title":"Fast parallel sampling under isoperimetry","created":"2024-01-17","cited_by_count":12,"area":null},{"id":"2306.08494","title":"Langevin Monte Carlo for strongly log-concave distributions: Randomized midpoint revisited","created":"2023-06-14","cited_by_count":10,"area":null},{"id":"2310.04006","title":"Accelerating optimization over the space of probability measures","created":"2023-10-06","cited_by_count":10,"area":null},{"id":"2402.14434","title":"Parallelized Midpoint Randomization for Langevin Monte Carlo","created":"2024-02-22","cited_by_count":9,"area":null},{"id":"2402.07355","title":"Sampling from the Mean-Field Stationary Distribution","created":"2024-02-12","cited_by_count":7,"area":null},{"id":"2403.12012","title":"Convergence of Kinetic Langevin Monte Carlo on Lie groups","created":"2024-03-18","cited_by_count":6,"area":null},{"id":"2305.15988","title":"Non-Log-Concave and Nonsmooth Sampling via Langevin Monte Carlo Algorithms","created":"2023-05-25","cited_by_count":4,"area":null},{"id":"2502.03458","title":"The Performance Of The Unadjusted Langevin Algorithm Without Smoothness Assumptions","created":"2025-02-05","cited_by_count":4,"area":null},{"id":"2507.15290","title":"Feel-Good Thompson Sampling for Contextual Bandits: a Markov Chain Monte Carlo Showdown","created":"2025-07-21","cited_by_count":4,"area":null},{"id":"2310.18774","title":"Reflection coupling for unadjusted generalized Hamiltonian Monte Carlo in the nonconvex stochastic gradient case","created":"2023-10-28","cited_by_count":3,"area":null},{"id":"2407.12967","title":"R\\'enyi-infinity constrained sampling with $d^3$ membership queries","created":"2024-07-17","cited_by_count":3,"area":null},{"id":"2412.07999","title":"Fast Mixing of Data Augmentation Algorithms: Bayesian Probit, Logit, and Lasso Regression","created":"2024-12-11","cited_by_count":3,"area":null},{"id":"2312.16360","title":"Mean-field underdamped Langevin dynamics and its spacetime discretization","created":"2023-12-26","cited_by_count":2,"area":null},{"id":"2402.01036","title":"Fisher information dissipation for time inhomogeneous stochastic differential equations","created":"2024-02-01","cited_by_count":2,"area":null},{"id":"2501.14993","title":"Convergence Analysis of the Wasserstein Proximal Algorithm beyond Geodesic Convexity","created":"2025-01-25","cited_by_count":2,"area":null},{"id":"2502.00550","title":"Active Learning with Bayesian Multi-Fidelity Laplace Neural Operators for Oscillatory Parametric PDEs","created":"2025-02-01","cited_by_count":2,"area":null},{"id":"2605.31413","title":"Improved Guarantees for Langevin Monte Carlo with Average Smoothness","created":"2026-05-29","cited_by_count":2,"area":null},{"id":"2509.12031","title":"Contractive kinetic Langevin samplers beyond global Lipschitz continuity","created":"2025-09-15","cited_by_count":1,"area":null},{"id":"2608.25052","title":"Improved Analysis for Hessian-free High-resolution Monte Carlo Sampling","created":"2026-08-25","cited_by_count":1,"area":null},{"id":"2506.07614","title":"Poisson Midpoint Method for Log Concave Sampling: Beyond the Strong Error Lower Bounds","created":"2025-06-09","cited_by_count":0,"area":null},{"id":"2510.03949","title":"Analysis of kinetic Langevin Monte Carlo under the stochastic exponential Euler discretization from underdamped all the way to overdamped","created":"2025-10-04","cited_by_count":0,"area":null},{"id":"2606.31110","title":"Explaining Machine Learning and Memorization with Statistical Mechanics","created":"2026-06-30","cited_by_count":0,"area":null},{"id":"2610.16248","title":"Reflected Proximal Dynamics for Accelerated High-Accuracy Log-Concave Sampling","created":"2026-10-12","cited_by_count":0,"area":null}],"next_cursor":null}