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Home/Authors/Zhuoran Wang

Zhuoran Wang

1 indexed paper

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Publications per year

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26

Top categories

Optimization and Control×1Numerical Analysis×1Stats ML×1

Frequent co-authors

Ying Zhang1×

Research Timeline

2026
Tamed Stochastic Gradient Hamiltonian Monte Carlo

This paper introduces a new tamed stochastic gradient Hamiltonian Monte Carlo (tSGHMC) algorithm for sampling and optimization problems with large stochastic gradients, providing error bounds and performance guarantees.

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Papers

math.OCmath.NAstat.MLTheoreticalRecentJul 16, 2026

Tamed Stochastic Gradient Hamiltonian Monte Carlo

Zhuoran Wang, Ying Zhang

This paper introduces a new tamed stochastic gradient Hamiltonian Monte Carlo (tSGHMC) algorithm for sampling and optimization problems with large stochastic gradients, providing error bounds and perf…

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