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researcher

Martin Takác

MBZUAI

73 papers hereh-index 357.8k citations107 works total

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

author position
  • first author3
  • middle author19
  • last author50

Across the 72 of 73 papers where every author was matched, so the position is known.

fields
  • cs.LG34
  • math.OC26
  • cs.AI6
  • stat.ML5
  • cs.CL1
  • math.NA1
affiliations
  • MBZUAI
Homepage
same name
  • Martin Takác — 26 papers, h 7
  • Martin Takác — 22 papers, h 4
  • Martin Takác — 6 papers, 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
20112026
most citedMini-Batch Semi-Stochastic Gradient Descent in the Proximal Setting

260 citations · 1.8k across the 63 of their papers we have counts for

collaborators
Showing 2012 · math.OCShow all

1 paper · 2 filters

math.OC2012★ 66 cited

Parallel Coordinate Descent Methods for Big Data Optimization

Peter Richtárik, Martin Takáč

In this work we show that randomized (block) coordinate descent methods can be accelerated by parallelization when applied to the problem of minimizing the sum of a partially separ…

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