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A. Berahas

37 papers hereh-index 191.5k citations51 works total

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

author position
  • first author28
  • middle author6
  • last author2

Across the 36 of 37 papers where every author was matched, so the position is known.

fields
  • math.OC34
  • cs.LG2
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20152026
most citedA Multi-Batch L-BFGS Method for Machine Learning

25 citations · 77 across the 32 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

math.OC2021

Full-low evaluation methods for derivative-free optimization

Albert S. Berahas, Oumaima Sohab, Luis Nunes Vicente

We propose a new class of rigorous methods for derivative-free optimization with the aim of delivering efficient and robust numerical performance for functions of all types, from s…

math.OC2021★ 2 cited

A Stochastic Sequential Quadratic Optimization Algorithm for Nonlinear Equality Constrained Optimization with Rank-Deficient Jacobians

Albert S. Berahas, Frank E. Curtis, Michael J. O'Neill +1

A sequential quadratic optimization algorithm is proposed for solving smooth nonlinear equality constrained optimization problems in which the objective function is defined by an e…

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