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Themis Gouleakis

29 papers hereh-index 131k citations41 works total

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

author position
  • first author3
  • middle author20
  • last author5

Across the 28 of 29 papers where every author was matched, so the position is known.

fields
  • cs.DS14
  • cs.LG7
  • math.ST3
  • cs.DC2
  • stat.ML2
  • cs.GT1

identity via Semantic Scholar / OpenAlex

activity
20152026
most citedDistribution-Independent PAC Learning of Halfspaces with Massart Noise

35 citations · 82 across the 23 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.LG2023

Active causal structure learning with advice

Davin Choo, Themis Gouleakis, Arnab Bhattacharyya

We introduce the problem of active causal structure learning with advice. In the typical well-studied setting, the learning algorithm is given the essential graph for the observati…

cs.DS2023★ 2 cited

Learning-Augmented Online TSP on Rings, Trees, Flowers and (almost) Everywhere Else

Evripidis Bampis, Bruno Escoffier, Themis Gouleakis +4

We study the Online Traveling Salesperson Problem (OLTSP) with predictions. In OLTSP, a sequence of initially unknown requests arrive over time at points (locations) of a metric sp…

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