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researcher

Morgane Austern

27 papers hereh-index 8419 citations35 works total

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

author position
  • sole author1
  • first author7
  • middle author5
  • last author13

Across the 26 of 27 papers where every author was matched, so the position is known.

fields
  • math.PR8
  • math.ST6
  • stat.ML5
  • cs.LG3
  • econ.EM3
  • cs.IT1

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedNon-Vacuous Generalization Bounds at the ImageNet Scale: A PAC-Bayesian Compression Approach

88 citations · 114 across the 24 of their papers we have counts for

collaborators
Showing 2022 · cs.LGShow all

1 paper · 2 filters

cs.LG2022★ 1 cited

Gaussian and Non-Gaussian Universality of Data Augmentation

Kevin Han Huang, Peter Orbanz, Morgane Austern

We provide universality results that quantify how data augmentation affects the variance and limiting distribution of estimates through simple surrogates, and analyze several speci…

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