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A. Bennouna

3 papers here

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

author position
  • first author1
  • last author1

Across the 2 of 3 papers where every author was matched, so the position is known.

fields
  • stat.ML2
  • math.OC1
ORCID 0000-0002-6292-7421

identity via Semantic Scholar / OpenAlex

activity
20222024
most citedHolistic Robust Data-Driven Decisions

6 citations · 9 across the 3 of their papers we have counts for

collaborators
Showing 2023Show all

1 paper · 1 filter

stat.ML2023★ 2 cited

Certified Robust Neural Networks: Generalization and Corruption Resistance

Amine Bennouna, Ryan Lucas, Bart Van Parys

Recent work have demonstrated that robustness (to "corruption") can be at odds with generalization. Adversarial training, for instance, aims to reduce the problematic susceptibilit…

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