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most citedFast Linear Solvers via AI-Tuned Markov Chain Monte Carlo-based Matrix Inversion

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math.ST2024

On Convergence of the Alternating Directions SGHMC Algorithm

Soumyadip Ghosh, Yingdong Lu, Tomasz Nowicki

We study convergence rates of Hamiltonian Monte Carlo (HMC) algorithms with leapfrog integration under mild conditions on stochastic gradient oracle for the target distribution (SG…