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researcher

Nimit Rana

11 papers hereh-index 697 citations17 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2
  • last author9

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • math.AP3
  • math.PR3
  • cs.LG1
  • math.FA1
  • math.OC1
  • math-ph1

identity via Semantic Scholar / OpenAlex

activity
20192024
most citedStochastic Modified Flows for Riemannian Stochastic Gradient Descent

2 citations · 3 across the 6 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2024★ 2 cited

Stochastic Modified Flows for Riemannian Stochastic Gradient Descent

Benjamin Gess, Sebastian Kassing, Nimit Rana

We give quantitative estimates for the rate of convergence of Riemannian stochastic gradient descent (RSGD) to Riemannian gradient flow and to a diffusion process, the so-called Ri…

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