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Kevin Scaman

20 papers hereh-index 141.8k citations38 works total

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

author position
  • sole author1
  • first author4
  • middle author12
  • last author3

Across the 20 of 20 papers where every author was matched, so the position is known.

fields
  • cs.LG8
  • stat.ML5
  • math.OC4
  • math.PR2
  • cs.CC1
same name
  • Kevin Scaman — 7 papers, h 3
  • Kevin Scaman — 1 paper, h 0

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

activity
20142024
most citedOptimal algorithms for smooth and strongly convex distributed optimization in networks

190 citations · 442 across the 17 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.CC2023

Black-box Acceleration of Las Vegas Algorithms and Algorithmic Reverse Jensen's Inequalities

Kevin Scaman

Let A be a Las Vegas algorithm, i.e. an algorithm whose running time T is a random variable drawn according to a certain probability distribution p. In 1993, Luby,…

cs.LG2023★ 2 cited

Convergence beyond the over-parameterized regime using Rayleigh quotients

David A. R. Robin, Kevin Scaman, Marc Lelarge

In this paper, we present a new strategy to prove the convergence of deep learning architectures to a zero training (or even testing) loss by gradient flow. Our analysis is centere…

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