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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 2018Show all

3 papers · 1 filter

cs.DS2018

Simple Local Computation Algorithms for the General Lovasz Local Lemma

Dimitris Achlioptas, Themis Gouleakis, Fotis Iliopoulos

We consider the task of designing Local Computation Algorithms (LCA) for applications of the Lovász Local Lemma (LLL). LCA is a class of sublinear algorithms proposed by Rubinfeld…

math.ST2018

Efficient Statistics, in High Dimensions, from Truncated Samples

Constantinos Daskalakis, Themis Gouleakis, Christos Tzamos +1

We provide an efficient algorithm for the classical problem, going back to Galton, Pearson, and Fisher, of estimating, with arbitrary accuracy the parameters of a multivariate norm…

cs.DS2018★ 2 cited

Improved Massively Parallel Computation Algorithms for MIS, Matching, and Vertex Cover

Mohsen Ghaffari, Themis Gouleakis, Christian Konrad +2

We present O(loglogn)-round algorithms in the Massively Parallel Computation (MPC) model, with O~(n) memory per machine, that compute a maximal independent set, a $1+…

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