Concepedia

Hassan Rafique

HR

Statistics

Publications

5

Citations

218

H-Index

5

Active since

2018

Affiliations

University of Iowa(Current)

Hassan Rafique is an author at University of Iowa specializing in convex optimization, engineering, and machine learning.

Top concepts

EngineeringMachine LearningConvex OptimizationComputer ScienceInverse ProblemsArtificial IntelligenceMathematical ProgrammingData ScienceDeep LearningFunctional Analysis

Publications per year

2018–2021

5

Publications

5

Non-Convex Min-Max Optimization: Provable Algorithms and Applications in Machine Learning

Hassan Rafique, Mingrui Liu, Qihang Lin et al. · arXiv (Cornell University) · 2018 · 101 citations · Full text

Mathematical Programming, Min-max Saddle-point Problems, Engineering +15

Weakly-convex–concave min–max optimization: provable algorithms and applications in machine learning

Hassan Rafique, Mingrui Liu, Qihang Lin et al. · Optimization methods & software · 2021 · 58 citations

Artificial Intelligence, Outer Minimization Problem, Min–max Problem +12

Solving Weakly-Convex-Weakly-Concave Saddle-Point Problems as Weakly-Monotone Variational Inequality

Qihang Lin, Mingrui Liu, Hassan Rafique et al. · arXiv (Cornell University) · 2018 · 28 citations · Full text

Mathematical Programming, Artificial Intelligence, Engineering +16

First-order Convergence Theory for Weakly-Convex-Weakly-Concave Min-max Problems

Mingrui Liu, Hassan Rafique, Qihang Lin et al. · arXiv (Cornell University) · 2018 · 21 citations · Full text

Numerical Analysis, Mathematical Programming, Artificial Intelligence +16

Solving Weakly-Convex-Weakly-Concave Saddle-Point Problems as Successive Strongly Monotone Variational Inequalities

Qihang Lin, Mingrui Liu, Hassan Rafique et al. · arXiv (Cornell University) · 2018 · 10 citations · Full text

Mathematical Programming, Artificial Intelligence, Engineering +17

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