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20232026
most citedOptimal score estimation via empirical Bayes smoothing

2 citations · 3 across the 7 of their papers we have counts for

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stat.ML2026

Accelerated Mixing Time of Randomized Hamiltonian Monte Carlo

Siddharth Mitra, Vishwak Srinivasan, Xiuyuan Wang +1

We show the Randomized Hamiltonian Monte Carlo (RHMC) algorithm has accelerated mixing time guarantees for sampling from log-concave probability distributions. RHMC proceeds by rep…

math.OC2026

Accelerated Convex Optimization via Hamiltonian Dynamics with Deterministic Integration Time

Xiuyuan Wang, Vishwak Srinivasan, Qiang Fu +3

We develop Hamiltonian dynamics-based algorithms for smooth convex optimization that achieve accelerated rates of convergence. By exploiting contraction of averaged Hamiltonian flo…