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Soumyadip Ghosh

1 paper hereh-index 201.8k citations105 works total

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author position
  • first author1

Across the 1 of 1 paper where every author was matched, so the position is known.

fields
  • stat.ML1
same name
  • Soumyadip Ghosh — 5 papers, h 1
  • Soumyadip Ghosh — 1 paper, h 4

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedHamiltonian Monte Carlo with Asymmetrical Momentum Distributions

1 citations · 1 across the 1 of their papers we have counts for

collaborators

1 paper

stat.ML2026★ 1 cited

Hamiltonian Monte Carlo with Asymmetrical Momentum Distributions

Soumyadip Ghosh, Yingdong Lu, Tomasz Nowicki

Existing rigorous convergence guarantees for the Hamiltonian Monte Carlo (HMC) algorithm use Gaussian auxiliary momentum variables, which are crucially symmetrically distributed. W…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.