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researcher

Matthew Norton

5 papers hereh-index 8294 citations14 works total

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

author position
  • first author3
  • middle author2

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • math.OC2
  • cs.LG1
  • q-fin.RM1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20172021
most citedCertifiable Risk-Based Engineering Design Optimization

25 citations · 26 across the 4 of their papers we have counts for

collaborators
Showing 2019Show all

1 paper · 1 filter

math.OC2019

Diametrical Risk Minimization: Theory and Computations

Matthew Norton, Johannes O. Royset

The theoretical and empirical performance of Empirical Risk Minimization (ERM) often suffers when loss functions are poorly behaved with large Lipschitz moduli and spurious sharp m…

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