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researcher

G. Dziugaite

52 papers hereh-index 286.3k citations73 works total

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

author position
  • first author7
  • middle author24
  • last author19

Across the 50 of 52 papers where every author was matched, so the position is known.

fields
  • cs.LG42
  • stat.ML5
  • cs.CV2
  • cs.AI1
  • cs.CL1
  • cs.IT1

identity via Semantic Scholar / OpenAlex

activity
20152026
most citedA study of the effect of JPG compression on adversarial images

254 citations · 1.3k across the 50 of their papers we have counts for

collaborators
Showing cs.ITShow all

1 paper · 1 filter

cs.IT2021★ 9 cited

Towards a Unified Information-Theoretic Framework for Generalization

Mahdi Haghifam, Gintare Karolina Dziugaite, Shay Moran +1

In this work, we investigate the expressiveness of the "conditional mutual information" (CMI) framework of Steinke and Zakynthinou (2020) and the prospect of using it to provide a…

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