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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 2016Show all

1 paper · 1 filter

math.OC2016★ 25 cited

A Multi-Batch L-BFGS Method for Machine Learning

Albert S. Berahas, Jorge Nocedal, Martin Takáč

The question of how to parallelize the stochastic gradient descent (SGD) method has received much attention in the literature. In this paper, we focus instead on batch methods that…

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