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Mahdi Haghifam

19 papers hereh-index 12588 citations26 works total

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

author position
  • first author11
  • middle author8

Across the 19 of 19 papers where every author was matched, so the position is known.

fields
  • cs.LG12
  • cs.IT4
  • stat.ML3

identity via Semantic Scholar / OpenAlex

activity
20162026
most citedInformation-Theoretic Generalization Bounds for SGLD via Data-Dependent Estimates

40 citations · 151 across the 17 of their papers we have counts for

collaborators
Showing 2021Show 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.