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researcher

Mark W. Schmidt

58 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 author6
  • middle author28
  • last author24

Across the 58 of 58 papers where every author was matched, so the position is known.

fields
  • cs.LG28
  • math.OC10
  • stat.ML10
  • cs.CV6
  • math.NA2
  • cs.SI1

identity via Semantic Scholar / OpenAlex

activity
20112023
most citedA Stochastic Gradient Method with an Exponential Convergence Rate for Finite Training Sets

538 citations · 2.3k across the 54 of their papers we have counts for

collaborators
Showing 2014 · math.OCShow all

1 paper · 2 filters

math.OC2014★ 307 cited

Convex Optimization for Big Data

Volkan Cevher, Stephen Becker, Mark Schmidt

This article reviews recent advances in convex optimization algorithms for Big Data, which aim to reduce the computational, storage, and communications bottlenecks. We provide an o…

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