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researcher

Martin Takác

22 papers hereh-index 472 citations19 works total

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

author position
  • middle author13
  • last author7

Across the 20 of 22 papers where every author was matched, so the position is known.

fields
  • cs.LG10
  • math.OC10
  • cs.AI2
same name
  • Martin Takác — 73 papers, h 35
  • Martin Takác — 26 papers, h 7
  • 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
20202026
most citedSimilarity, Compression and Local Steps: Three Pillars of Efficient Communications for Distributed Variational Inequalities

5 citations · 10 across the 21 of their papers we have counts for

collaborators
Showing cs.AIShow all

2 papers · 1 filter

cs.AI2026

CORE: Collaborative Reasoning via Cross Teaching

Kshitij Mishra, Mirat Aubakirov, Martin Takac +2

Large language models exhibit complementary reasoning errors: on the same instance, one model may succeed with a particular decomposition while another fails. We propose Collaborat…

cs.AI2025

LLM-BabyBench: Can Language Models Plan in Worlds They Can Simulate?

Omar Choukrani, Idriss Malek, Daniil Orel +5

Interactive benchmarks for LLMs usually report a single metric, even though succeeding in them requires models to show several different skills. While those benchmarks are useful f…

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