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researcher

Mathieu Bazinet

Université Laval

4 papers hereh-index 329 citations10 works total

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

author position
  • first author2
  • middle author2

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG4
affiliations
  • Université Laval
HomepageORCID 0009-0008-4105-5733

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedSample Compression Unleashed: New Generalization Bounds for Real Valued Losses

1 citations · 1 across the 4 of their papers we have counts for

collaborators
Showing 2026 · cs.LGShow all

1 paper · 2 filters

cs.LG2026

Bound to Disagree: Generalization Bounds via Certifiable Surrogates

Mathieu Bazinet, Valentina Zantedeschi, Pascal Germain

Generalization bounds for deep learning models are typically vacuous, not computable or restricted to specific model classes. In this paper, we tackle these issues by providing new…

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