Concepedia

Guanghui Lan

GL

67

Publications

8.2K

Citations

36

H-Index

2005

Active since

Affiliations

Georgia Institute of Technology(Current)

University of Florida

The Ohio State University

Guanghui Lan is an author at Georgia Institute of Technology specializing in engineering, computer science, and mathematical programming.

Top concepts

EngineeringComputer ScienceMathematical ProgrammingConvex OptimizationApproximation TheoryStochastic OptimizationNumerical AnalysisMachine LearningInverse ProblemsComputer Engineering

Publications per year

2005–2024

67

Publications

67

Robust Stochastic Approximation Approach to Stochastic Programming

Arkadi Nemirovski, Anatoli Juditsky, Guanghui Lan et al. · SIAM Journal on Optimization · 2009 · 2.1K citations

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

An optimal method for stochastic composite optimization

Guanghui Lan · Mathematical Programming · 2010 · 452 citations

Large-scale Global Optimization, Engineering, Continuous Optimization +3

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

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