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researcher

Ali Kavis

13 papers hereh-index 9417 citations17 works total

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

author position
  • first author3
  • middle author10

Across the 13 of 13 papers where every author was matched, so the position is known.

fields
  • math.OC8
  • cs.LG4
  • math.ST1

identity via Semantic Scholar / OpenAlex

activity
20182025
most citedOn the Almost Sure Convergence of Stochastic Gradient Descent in Non-Convex Problems

37 citations · 60 across the 12 of their papers we have counts for

collaborators
Showing 2021Show all

1 paper · 1 filter

math.OC2021

STORM+: Fully Adaptive SGD with Momentum for Nonconvex Optimization

Kfir Y. Levy, Ali Kavis, Volkan Cevher

In this work we investigate stochastic non-convex optimization problems where the objective is an expectation over smooth loss functions, and the goal is to find an approximate sta…

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