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researcher

Ilya P. Razenshteyn

34 papers hereh-index 274k citations54 works total

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

author position
  • sole author2
  • middle author19
  • last author13

Across the 34 of 34 papers where every author was matched, so the position is known.

fields
  • cs.DS23
  • cs.LG5
  • cs.IT2
  • math.CO2
  • stat.ML2

identity via Semantic Scholar / OpenAlex

activity
20102021
most citedProvably Robust Deep Learning via Adversarially Trained Smoothed Classifiers

261 citations · 836 across the 30 of their papers we have counts for

collaborators
Showing 2018 · stat.MLShow all

1 paper · 2 filters

stat.ML2018★ 127 cited

Adversarial examples from computational constraints

Sébastien Bubeck, Eric Price, Ilya Razenshteyn

Why are classifiers in high dimension vulnerable to "adversarial" perturbations? We show that it is likely not due to information theoretic limitations, but rather it could be due…

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