Concepedia

Robert M. Gower

RM

19

Publications

428

Citations

13

H-Index

2011

Active since

Affiliations

University of Edinburgh(Current)

Laboratoire Traitement et Communication de l’Information

Télécom Paris

King Abdullah University of Science and Technology

Flatiron Health (United States)

Robert M. Gower is an author at University of Edinburgh specializing in computer science, engineering, and approximation theory.

Top concepts

EngineeringComputer ScienceStochastic OptimizationApproximation TheoryInverse ProblemsMachine LearningMathematical ProgrammingNumerical AnalysisData ScienceConvex Optimization

Publications per year

2011–2023

19

Publications

19

Randomized Quasi-Newton Updates Are Linearly Convergent Matrix Inversion Algorithms

Robert M. Gower, Peter Richtárik · SIAM Journal on Matrix Analysis and Applications · 2017 · 61 citations · Full text

Mathematical Programming, Numerical Analysis, Engineering +16

Stochastic Dual Ascent for Solving Linear Systems

Robert M. Gower, Peter Richtárik · arXiv (Cornell University) · 2015 · 54 citations · Full text

Mathematical Programming, Engineering, Machine Learning +13

On Adaptive Sketch-and-Project for Solving Linear Systems

Robert M. Gower, Denali Molitor, Jacob D. Moorman et al. · SIAM Journal on Matrix Analysis and Applications · 2021 · 48 citations · Full text

Mathematical Programming, Numerical Analysis, Engineering +18

SGD: General Analysis and Improved Rates

Robert M. Gower, Nicolas Loizou, Xun Qian et al. · arXiv (Cornell University) · 2019 · 41 citations · Full text

General Analysis, Engineering, Machine Learning +12

Sketched Newton--Raphson

Rui Yuan, Alessandro Lazaric, Robert M. Gower · SIAM Journal on Optimization · 2022 · 26 citations

Numerical Analysis, Engineering, Machine Learning +9

Rows per page

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