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researcher

Mark W. Schmidt

23 papers hereh-index 4211.3k citations100 works total

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

author position
  • first author1
  • middle author15
  • last author7

Across the 23 of 23 papers where every author was matched, so the position is known.

fields
  • cs.LG16
  • cs.CV3
  • stat.ML3
  • q-bio.QM1

identity via Semantic Scholar / OpenAlex

activity
20122021
most citedA simpler approach to obtaining an O(1/t) convergence rate for the projected stochastic subgradient method

33 citations · 113 across the 8 of their papers we have counts for

collaborators
Showing 2012Show 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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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.