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Profile
Erfan Yazdandoost Hamedani
Member of the Graduate Faculty | Assistant Professor
Systems and Industrial Engineering
Overview
Research
More
Collaboration
(3)
Afrooz Jalilzadeh
Mutual work: 4 Publications﹒5 Proposals
Collaboration Details
Larry Head
Mutual work: 1 Proposal
Collaboration Details
Hossein Rastgoftar
Mutual work: 1 Proposal
Collaboration Details
Grants
(1)
Collaborative Research: Computationally Efficient Algorithms for Large-scale Bilevel Optimization Problems
Active
·
2021
·
$224.4K
·
External
Principal Investigator (PI)
computation,
optimization,
algorithms,
collaborative,
bilevel
Publications
(22)
Recent
Optimized and Automated Secure IC Design Flow: A Defense-in-Depth Approach
2024
ic design,
cybersecurity,
automation,
optimization,
defense-in-depth
An Inexact Conditional Gradient Method for Constrained Bilevel Optimization
2023
optimization,
gradient methods,
constrained optimization,
bilevel optimization,
mathematical programming
Randomized Primal-Dual Methods with Adaptive SteSizes
2023
optimization,
machine learning,
stochastic processes,
algorithms,
adaptive systems
Projection-Free Methods for Solving Nonconvex-Concave Saddle Point Problems
2023
optimization,
nonconvex,
saddle point,
projection-free,
methods
An Accelerated Asynchronous Distributed Method for Convex Constrained Optimization Problems
2023
distributed optimization,
asynchronous algorithms,
convex optimization,
acceleration techniques,
constrained optimization
Advances in Neural Information Processing Systems
2023
neural networks,
machine learning,
artificial intelligence,
data science,
computer science
A Conditional Gradient-based Method for Simple Bilevel Optimization with Convex Lower-level Problem
2022
optimization,
convex analysis,
gradient methods,
bilevel optimization,
numerical algorithms
A Primal-Dual Algorithm with Line Search for General Convex-Concave Saddle Point Problems
2021
primal-dual algorithm,
convex-concave saddle point,
line search,
general,
algorithm
A Primal-dual Algorithm with Linesearch for General Convex-Concave Saddle Point Problems
2021
primal-dual algorithm,
general convex-concave,
saddle point problems,
line-search,
algorithm
Primal-Dual Methods for Saddle-Point Problems with Applications to Decentralized Constrained Convex Optimization
2020
optimization,
decentralized systems,
convex problems,
primal-dual methods,
saddle point problems