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researcher

Gilad Lerman

78 papers hereh-index 293.2k citations117 works total

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

author position
  • first author16
  • middle author14
  • last author47

Across the 77 of 78 papers where every author was matched, so the position is known.

fields
  • cs.CV20
  • cs.LG15
  • stat.ML13
  • math.OC6
  • math.NA4
  • cs.IT3

identity via Semantic Scholar / OpenAlex

activity
19992026
most citedMedian K-flats for hybrid linear modeling with many outliers

155 citations · 1.6k across the 76 of their papers we have counts for

collaborators
Showing 2022 · math.OCShow all

1 paper · 2 filters

math.OC2022

Cubic-Regularized Newton for Spectral Constrained Matrix Optimization and its Application to Fairness

Casey Garner, Gilad Lerman, Shuzhong Zhang

Matrix functions are utilized to rewrite smooth spectral constrained matrix optimization problems as smooth unconstrained problems over the set of symmetric matrices which are then…

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