Concepedia

Albert S. Berahas

AS

14

Publications

445

Citations

12

H-Index

2016

Active since

Affiliations

Lehigh University(Current)

University of Michigan

Northwestern University

Cornell University

Albert S. Berahas is an author at Lehigh University specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningApproximation TheoryMathematical ProgrammingData ScienceInverse ProblemsNumerical AnalysisParallel ComputingConvex Optimization

Publications per year

2016–2023

14

Publications

14

Balancing Communication and Computation in Distributed Optimization

Albert S. Berahas, Raghu Bollapragada, Nitish Shirish Keskar et al. · IEEE Transactions on Automatic Control · 2018 · 110 citations

Adaptive Cost Framework, Distributed Algorithm, Engineering +12

A robust multi-batch L-BFGS method for machine learning<sup>*</sup>

Albert S. Berahas, Martin Takáč · Figshare · 2020 · 46 citations · Full text

A Theoretical and Empirical Comparison of Gradient Approximations in Derivative-Free Optimization

Albert S. Berahas, Liyuan Cao, Krzysztof Choromański et al. · Foundations of Computational Mathematics · 2021 · 39 citations · Full text

Mathematical Programming, Numerical Analysis, Empirical Comparison +9

Sequential Quadratic Optimization for Nonlinear Equality Constrained Stochastic Optimization

Albert S. Berahas, Frank E. Curtis, Daniel P. Robinson et al. · SIAM Journal on Optimization · 2021 · 37 citations

Active Subscription, Related Databasesweb, Engineering +12

Quasi-Newton Methods for Deep Learning: Forget the Past, Just Sample.

Albert S. Berahas, Majid Jahani, Martin Takáč · arXiv (Cornell University) · 2019 · 36 citations · Full text

Quasi-newton Methods, Model Optimization, Engineering +13

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