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researcher

Francis R. Bach

4 papers hereh-index 227 citations4 works total

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

author position
  • middle author2
  • last author2

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

fields
  • stat.ML4
same name
  • Francis R. Bach — 18 papers, h 7
  • Francis R. Bach — 5 papers, h 2
  • Francis R. Bach — 4 papers, h 2
  • Francis R. Bach — 2 papers, h 4
  • Francis R. Bach — 2 papers, h 2
  • Francis R. Bach — 2 papers, h 2

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
20232026
most citedRegularization properties of adversarially-trained linear regression

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

collaborators
Showing 2025Show all

1 paper · 1 filter

stat.ML2025

Kernel Learning with Adversarial Features: Numerical Efficiency and Adaptive Regularization

Antônio H. Ribeiro, David Vävinggren, Dave Zachariah +2

Adversarial training has emerged as a key technique to enhance model robustness against adversarial input perturbations. Many of the existing methods rely on computationally expens…

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