Albert S. Berahas
Computer Science · University of Michigan
Publications
67
Citations
595
Est. group size
—
Recurring co-author estimate
Active years
13
Publishing since 2014
Typically publishes in teams of ~3 · 65% small-team papers (≤3 authors) · across 17 venues
- Exploiting negative curvature in conjunction with adaptive sampling: theoretical results and a practical algorithm
Computational Optimization and Applications · 2026
- Negative Curvature Methods with High-Probability Complexity Guarantees for Stochastic Nonconvex Optimization
Open MIND · 2026
- Negative Curvature Methods with High-Probability Complexity Guarantees for Stochastic Nonconvex Optimization
arXiv (Cornell University) · 2026
- A Gradient Sampling Algorithm for Noisy Nonsmooth Optimization
arXiv (Cornell University) · 2026
- A Gradient Sampling Algorithm for Noisy Nonsmooth Optimization
arXiv (Cornell University) · 2026
- Collaborative and Distributed Bayesian Optimization via Consensus
IEEE Transactions on Automation Science and Engineering · 2025
- A flexible gradient tracking algorithmic framework for decentralized optimization
Computational Optimization and Applications · 2025
- Retrospective Approximation Sequential Quadratic Programming for Stochastic Optimization with General Deterministic Nonlinear Constraints
arXiv (Cornell University) · 2025
- A line search framework with restarting for noisy optimization problems
arXiv (Cornell University) · 2025
- A line search framework with restarting for noisy optimization problems
Computational Optimization and Applications · 2025
- Gradient Descent in the Absence of Global Lipschitz Continuity of the Gradients
SIAM Journal on Mathematics of Data Science · 2024
- Adaptive Consensus: A Network Pruning Approach for Decentralized Optimization
SIAM Journal on Optimization · 2024
- Scalable Accelerated Materials Discovery of Sustainable Polysaccharide-Based Hydrogels by Autonomous Experimentation and Collaborative Learning
ACS Applied Materials & Interfaces · 2024
- Balancing Communication and Computation in Gradient Tracking Algorithms for Decentralized Optimization
Journal of Optimization Theory and Applications · 2024
- Modified Line Search Sequential Quadratic Methods for Equality-Constrained Optimization with Unified Global and Local Convergence Guarantees
arXiv (Cornell University) · 2024
- arXiv (Cornell University)×33
- SIAM Journal on Optimization×5
- Optimization methods & software×4
- Computational Optimization and Applications×4
- Mathematical Programming×2
- Miaolan Xie
Computer Science · Purdue University West Lafayette
- Abolfazl Hashemi
Computer Science · Purdue University West Lafayette
- Uday V. Shanbhag
Computer Science · University of Michigan
- Kaiyi Ji
Computer Science · The Ohio State University
- Anuran Makur
Computer Science · Purdue University West Lafayette
This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.
Last updated Jul 25, 2026.
Claim or correct this profile