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Sébastien Bubeck

59 papers hereh-index 4712.5k citations94 works total

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

author position
  • sole author1
  • first author39
  • middle author13
  • last author5

Across the 58 of 59 papers where every author was matched, so the position is known.

fields
  • cs.LG16
  • cs.DS10
  • math.OC10
  • stat.ML8
  • math.PR6
  • math.ST3
same name
  • Sébastien Bubeck — 30 papers, h 20
  • Sébastien Bubeck — 5 papers, h 5
  • Sébastien Bubeck — 3 papers
  • Sébastien Bubeck — 2 papers, h 4

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20092023
most citedProvably Robust Deep Learning via Adversarially Trained Smoothed Classifiers

261 citations · 1.4k across the 45 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.