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Simon Lacoste-Julien

2 papers hereh-index 5012.5k citations131 works total

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

author position
  • first author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.AI1
  • cs.LG1
same name
  • Simon Lacoste-Julien — 2 papers
  • Simon Lacoste-Julien — 1 paper

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

most citedA simpler approach to obtaining an O(1/t) convergence rate for the projected stochastic subgradient method

33 citations · 60 across the 2 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2012★ 33 cited

A simpler approach to obtaining an O(1/t) convergence rate for the projected stochastic subgradient method

Simon Lacoste-Julien, Mark Schmidt, Francis Bach

In this note, we present a new averaging technique for the projected stochastic subgradient method. By using a weighted average with a weight of t+1 for each iterate w_t at iterati…

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