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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 2021 · math.OCShow all

1 paper · 2 filters

math.OC2021★ 9 cited

Decentralized Personalized Federated Learning: Lower Bounds and Optimal Algorithm for All Personalization Modes

Abdurakhmon Sadiev, Ekaterina Borodich, Aleksandr Beznosikov +5

This paper considers the problem of decentralized, personalized federated learning. For centralized personalized federated learning, a penalty that measures the deviation from the…

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