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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 · econ.EMShow all

1 paper · 2 filters

econ.EM2022★ 4 cited

Debiased Machine Learning without Sample-Splitting for Stable Estimators

Qizhao Chen, Vasilis Syrgkanis, Morgane Austern

Estimation and inference on causal parameters is typically reduced to a generalized method of moments problem, which involves auxiliary functions that correspond to solutions to a…

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