Concepedia

Saeed Ghadimi

SG

19

Publications

2.9K

Citations

15

H-Index

2011

Active since

Affiliations

University of Florida(Current)

Princeton University

Louisiana State University

University of Waterloo

Kingston University

Saeed Ghadimi is an author at University of Florida specializing in engineering, mathematical programming, and approximation theory.

Top concepts

EngineeringMathematical ProgrammingConvex OptimizationApproximation TheoryComputer ScienceNumerical AnalysisStochastic OptimizationInverse ProblemsMachine LearningOperations Research

Publications per year

2011–2023

19

Publications

19

Stochastic First- and Zeroth-Order Methods for Nonconvex Stochastic Programming

Saeed Ghadimi, Guanghui Lan · SIAM Journal on Optimization · 2013 · 1K citations

Mathematical Programming, Numerical Analysis, Engineering +15

Accelerated gradient methods for nonconvex nonlinear and stochastic programming

Saeed Ghadimi, Guanghui Lan · Mathematical Programming · 2015 · 528 citations

Mathematical Programming, Numerical Analysis, Engineering +4

Mini-batch stochastic approximation methods for nonconvex stochastic composite optimization

Saeed Ghadimi, Guanghui Lan, Hongchao Zhang · Mathematical Programming · 2014 · 397 citations

Engineering, Stochastic Optimization, Convex Optimization +3

Optimal Stochastic Approximation Algorithms for Strongly Convex Stochastic Composite Optimization I: A Generic Algorithmic Framework

Saeed Ghadimi, Guanghui Lan · SIAM Journal on Optimization · 2012 · 294 citations

Mathematical Programming, Numerical Analysis, Large-scale Global Optimization +14

Optimal Stochastic Approximation Algorithms for Strongly Convex Stochastic Composite Optimization, II: Shrinking Procedures and Optimal Algorithms

Saeed Ghadimi, Guanghui Lan · SIAM Journal on Optimization · 2013 · 185 citations

Mathematical Programming, Large-scale Global Optimization, Shrinking Procedures +15

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