Soumyadip Ghosh

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20102026

most citedSlow and Stale Gradients Can Win the Race: Error-Runtime Trade-offs in Distributed SGD

27 citations · 50 across the 13 of their papers we have counts for

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math.CA2021

On $L^{q}$ Convergence of the Hamiltonian Monte Carlo

Soumyadip Ghosh, Yingdong Lu, Tomasz Nowicki

We establish $L_{q}$ convergence for Hamiltonian Monte Carlo algorithms. More specifically, under mild conditions for the associated Hamiltonian motion, we show that the outputs of t…

On Lq Convergence of the Hamiltonian Monte Carlo

On $L^{q}$ Convergence of the Hamiltonian Monte Carlo