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researcher

K. Scheinberg

40 papers hereh-index 417.7k citations122 works total

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

author position
  • first author3
  • middle author17
  • last author20

Across the 40 of 40 papers where every author was matched, so the position is known.

fields
  • math.OC23
  • stat.ML8
  • cs.LG6
  • cs.IT1
  • eess.SP1
  • math.NA1

identity via Semantic Scholar / OpenAlex

activity
20092026
most citedSGD and Hogwild! Convergence Without the Bounded Gradients Assumption

99 citations · 600 across the 38 of their papers we have counts for

collaborators
Showing 2017 · math.OCShow all

1 paper · 2 filters

math.OC2017★ 3 cited

A Stochastic Trust Region Algorithm Based on Careful Step Normalization

Frank E. Curtis, Katya Scheinberg, Rui Shi

An algorithm is proposed for solving stochastic and finite sum minimization problems. Based on a trust region methodology, the algorithm employs normalized steps, at least as long…

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