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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 cs.LGShow all

2 papers · 1 filter

cs.LG2023★ 7 cited

Collaborative and Distributed Bayesian Optimization via Consensus: Showcasing the Power of Collaboration for Optimal Design

Xubo Yue, Raed Al Kontar, Albert S. Berahas +2

Optimal design is a critical yet challenging task within many applications. This challenge arises from the need for extensive trial and error, often done through simulations or run…

cs.LG2015

adaQN: An Adaptive Quasi-Newton Algorithm for Training RNNs

Nitish Shirish Keskar, Albert S. Berahas

Recurrent Neural Networks (RNNs) are powerful models that achieve exceptional performance on several pattern recognition problems. However, the training of RNNs is a computationall…

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