Concepedia

Julie Nutini

JN

10

Publications

554

Citations

10

H-Index

2013

Active since

Affiliations

University of British Columbia(Current)

University of California, Davis

Discovery Air (Canada)

Julie Nutini is an author at University of British Columbia specializing in engineering, mathematical programming, and approximation theory.

Top concepts

EngineeringApproximation TheoryMathematical ProgrammingComputer ScienceInverse ProblemsMachine LearningNumerical AnalysisComputational ComplexityCombinatorial OptimizationData Science

Publications per year

2013–2019

10

Publications

10

A survey of non-gradient optimization methods in structural engineering

Warren Hare, Julie Nutini, Solomon Tesfamariam · Advances in Engineering Software · 2013 · 189 citations

Engineering, Derivative-free Optimization, Structural Optimization +5

Coordinate Descent Converges Faster with the Gauss-Southwell Rule Than Random Selection

Julie Nutini, Mark Schmidt, Issam Laradji et al. · arXiv (Cornell University) · 2015 · 93 citations · Full text

Mathematical Programming, Engineering, Machine Learning +16

Linear Convergence of Gradient and Proximal-Gradient Methods Under the Polyak-\L{}ojasiewicz Condition

Hamed Karimi, Julie Nutini, Mark Schmidt · arXiv (Cornell University) · 2016 · 75 citations · Full text

Coordinate Descent Converges Faster with the Gauss-Southwell Rule Than Random Selection

Julie Nutini, Mark Schmidt, Issam Laradji et al. · 2015 · 56 citations

Mathematical Programming, Engineering, Machine Learning +16

A derivative-free approximate gradient sampling algorithm for finite minimax problems

Warren Hare, Julie Nutini · Computational Optimization and Applications · 2013 · 51 citations

Mathematical Programming, Numerical Analysis, Engineering +9

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