Concepedia

Adrien Taylor

AT

14

Publications

655

Citations

13

H-Index

2016

Active since

Affiliations

UCLouvain(Current)

École Normale Supérieure - PSL

Département d'Informatique

Institut national de recherche en sciences et technologies du numérique

Centre National de la Recherche Scientifique

Adrien Taylor is an author at UCLouvain specializing in engineering, mathematical programming, and numerical analysis.

Top concepts

EngineeringMathematical ProgrammingNumerical AnalysisConvex OptimizationApproximation TheoryInverse ProblemsComputer ScienceMachine LearningConic OptimizationComputational Complexity

Publications per year

2016–2023

14

Publications

14

Smooth strongly convex interpolation and exact worst-case performance of first-order methods

Adrien Taylor, Julien M. Hendrickx, François Glineur · Mathematical Programming · 2016 · 153 citations

Numerical Analysis, Mathematical Programming, Geometric Interpolation +10

Exact Worst-Case Performance of First-Order Methods for Composite Convex Optimization

Adrien Taylor, Julien M. Hendrickx, François Glineur · SIAM Journal on Optimization · 2017 · 103 citations · Full text

Exact Worst-Case Convergence Rates of the Proximal Gradient Method for Composite Convex Minimization

Adrien Taylor, Julien M. Hendrickx, François Glineur · Journal of Optimization Theory and Applications · 2018 · 69 citations · Full text

Numerical Analysis, Mathematical Programming, Composite Convex Minimization +8

On the worst-case complexity of the gradient method with exact line search for smooth strongly convex functions

Etienne de Klerk, François Glineur, Adrien Taylor · Optimization Letters · 2016 · 61 citations · Full text

PROX-QP: Yet another Quadratic Programming Solver for Robotics and beyond

Antoine Bambade, Sarah El-Kazdadi, Adrien Taylor et al. · 2022 · 54 citations · Full text

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