{"total":27,"rows":[{"id":"2203.00263","title":"Private Convex Optimization via Exponential Mechanism","created":"2022-03-01","cited_by_count":49,"area":null},{"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":"2106.05480","title":"Lower Bounds on Metropolized Sampling Methods for Well-Conditioned Distributions","created":"2021-06-10","cited_by_count":19,"area":null},{"id":"2105.00887","title":"Mixing Time Guarantees for Unadjusted Hamiltonian Monte Carlo","created":"2021-05-03","cited_by_count":18,"area":null},{"id":"2304.04724","title":"When does Metropolized Hamiltonian Monte Carlo provably outperform Metropolis-adjusted Langevin algorithm?","created":"2023-04-10","cited_by_count":15,"area":null},{"id":"2112.05120","title":"On Convergence of Federated Averaging Langevin Dynamics","created":"2021-12-09","cited_by_count":14,"area":null},{"id":"2210.07219","title":"Condition-number-independent convergence rate of Riemannian Hamiltonian Monte Carlo with numerical integrators","created":"2022-10-13","cited_by_count":10,"area":null},{"id":"2302.06085","title":"Algorithmic Aspects of the Log-Laplace Transform and a Non-Euclidean Proximal Sampler","created":"2023-02-13","cited_by_count":10,"area":null},{"id":"2401.11665","title":"Accelerating Approximate Thompson Sampling with Underdamped Langevin Monte Carlo","created":"2024-01-22","cited_by_count":10,"area":null},{"id":"2108.12107","title":"An Introduction to Hamiltonian Monte Carlo Method for Sampling","created":"2021-08-27","cited_by_count":8,"area":null},{"id":"2209.12771","title":"Hamiltonian Monte Carlo for efficient Gaussian sampling: long and random steps","created":"2022-09-26","cited_by_count":8,"area":null},{"id":"2211.11003","title":"Unadjusted Hamiltonian MCMC with Stratified Monte Carlo Time Integration","created":"2022-11-20","cited_by_count":8,"area":null},{"id":"2207.02189","title":"Accelerating Hamiltonian Monte Carlo via Chebyshev Integration Time","created":"2022-07-05","cited_by_count":7,"area":null},{"id":"2306.09332","title":"Fit Like You Sample: Sample-Efficient Generalized Score Matching from Fast Mixing Diffusions","created":"2023-06-15","cited_by_count":6,"area":null},{"id":"2110.14625","title":"Entropy-based adaptive Hamiltonian Monte Carlo","created":"2021-10-27","cited_by_count":5,"area":null},{"id":"2405.16734","title":"Faster Sampling via Stochastic Gradient Proximal Sampler","created":"2024-05-27","cited_by_count":5,"area":null},{"id":"2303.00570","title":"Mean-Square Analysis of Discretized It\\^o Diffusions for Heavy-tailed Sampling","created":"2023-03-01","cited_by_count":4,"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":"2407.06935","title":"Bayesian Federated Learning with Hamiltonian Monte Carlo: Algorithm and Theory","created":"2024-07-09","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":"2110.12907","title":"Hamiltonian Monte Carlo with Asymmetrical Momentum Distributions","created":"2021-10-21","cited_by_count":1,"area":null},{"id":"2209.07438","title":"On the Dissipation of Ideal Hamiltonian Monte Carlo Sampler","created":"2022-09-15","cited_by_count":1,"area":null},{"id":"2411.15220","title":"Sampling with Adaptive Variance for Multimodal Distributions","created":"2024-11-20","cited_by_count":1,"area":null},{"id":"2607.22892","title":"Mirror Langevin diffusions: Convergence rates and Markov chain approximations","created":"2026-07-24","cited_by_count":1,"area":null},{"id":"2102.13068","title":"Truncated Log-concave Sampling with Reflective Hamiltonian Monte Carlo","created":"2021-02-25","cited_by_count":0,"area":null},{"id":"2405.13140","title":"On Convergence of the Alternating Directions SGHMC Algorithm","created":"2024-05-21","cited_by_count":0,"area":null},{"id":"2408.02701","title":"Randomized Transport Plans via Hierarchical Fully Probabilistic Design","created":"2024-08-04","cited_by_count":0,"area":null}],"next_cursor":null}