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researcher

Vincent Roulet

17 papers hereh-index 9391 citations29 works total

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

author position
  • first author11
  • middle author6

Across the 17 of 17 papers where every author was matched, so the position is known.

fields
  • math.OC9
  • cs.LG4
  • stat.ML4
same name
  • Vincent Roulet — 8 papers, h 5
  • Vincent Roulet — 1 paper, h 1

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
20152023
most citedIntegration Methods and Accelerated Optimization Algorithms

12 citations · 28 across the 14 of their papers we have counts for

collaborators
Showing 2023 · math.OCShow all

1 paper · 2 filters

math.OC2023

Modified Gauss-Newton Algorithms under Noise

Krishna Pillutla, Vincent Roulet, Sham Kakade +1

Gauss-Newton methods and their stochastic version have been widely used in machine learning and signal processing. Their nonsmooth counterparts, modified Gauss-Newton or prox-linea…

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