Concepedia

François Glineur

FG

34

Publications

2.1K

Citations

25

H-Index

2001

Active since

Affiliations

UCLouvain(Current)

University of Mons

Universitatea Națională de Știință și Tehnologie Politehnica București

Tilburg University

University of Cambridge

François Glineur is an author at UCLouvain specializing in engineering, mathematical programming, and computer science.

Top concepts

EngineeringMathematical ProgrammingComputer ScienceInverse ProblemsNumerical AnalysisConvex OptimizationApproximation TheoryMachine LearningConic OptimizationComputer Engineering

Publications per year

2001–2020

34

Publications

34

First-order methods of smooth convex optimization with inexact oracle

Olivier Devolder, François Glineur, Yurii Nesterov · Mathematical Programming · 2013 · 438 citations

Numerical Analysis, Engineering, Convex Optimization +4

Two algorithms for orthogonal nonnegative matrix factorization with application to clustering

Filippo Pompili, Nicolas Gillis, Pierre-Antoine Absil et al. · Neurocomputing · 2014 · 158 citations · Full text

Document Clustering, Engineering, Machine Learning +7

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

Low-Rank Matrix Approximation with Weights or Missing Data Is NP-Hard

Nicolas Gillis, François Glineur · SIAM Journal on Matrix Analysis and Applications · 2011 · 147 citations · Full text

Using underapproximations for sparse nonnegative matrix factorization

Nicolas Gillis, François Glineur · Pattern Recognition · 2009 · 107 citations · Full text

Sparse Representation, Engineering, Matrix Factorization +4

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