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Displaying 1 - 25 of 119 results.

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    • Journal article
    Unsupervised Minimum Redundancy Maximum Relevance Feature Selection for Predictive Maintenance : Application to a Rotating Machine
    Hamaide, Valentin[UCL] Glineur, François[UCL] (2021) International Journal of Prognostics and Health Management — Vol. 12, no.2, p. 1-14 (2021)
    • WorkingPaper
    An interior-point method for the single-facility location problem with mixed norms using a conic formulation
    Chares, Robert Glineur, François[UCL] (2007)
    • Journal article
    Using underapproximations for sparse nonnegative matrix factorization
    Gillis, Nicolas[UCL] Glineur, François[UCL] (2010) Pattern recognition — Vol. 43, no. 4, p. 1676-1687 (Avril 2010)
    • Speech
    L’usage de la photogrammétrie pour l’étude morphologique de violons anciens
    Beghin, Philémon[UCL] Ceulemans, Anne-Emmanuelle[UCL] Glineur, François[UCL] (2023) XIVe Congrès de la Société française d'histoire des sciences et des techniques — Bordeaux
    • Journal article
    Validation of a photogrammetric approach for the objective study of early bowed instruments
    Beghin, Philémon[UCL] Ceulemans, Anne-Emmanuelle[UCL] Fisette, Paul[UCL] Glineur, François[UCL] (2023) Heritage Science —
    • WorkingPaper
    Heuristics for exact nonnegative matrix factorization
    Vandaele, Arnaud Gillis, Nicolas Glineur, François[UCL] Tuyttens, Daniel (2015)
    • BookChapter
    Solving infinite-dimensional optimization problems by polynomial approximation
    Devolder, Olivier[UCL] Glineur, François[UCL] Nesterov, Yurii[UCL] (2010) Recent Advances in Optimization and its Applications in Engineering — [ISBN : 978-3-642-12597-3]
    • Journal article
    Double Smoothing Technique for Large-Scale Linearly Constrained Convex Optimization
    Devolder, Olivier[UCL] Glineur, François[UCL] Nesterov, Yurii[UCL] (2012) SIAM Journal on Optimization — Vol. 22, no. 2, p. 702-727 (2012)
    • Journal article
    Algorithms for positive semidefinite factorization
    Vandaele, Arnaud Glineur, François[UCL] Gillis, Nicolas (2018) Computational Optimization and Applications — Vol. 71, no.1, p. 193-219 (2018)
    • Journal article
    Conic optimization-based algorithms for nonnegative matrix factorization
    Leplat, Valentin[UCL] Nesterov, Yurii[UCL] Gillis, Nicolas Glineur, François[UCL] (2023) Optimization Methods and Software — Vol. 38, no.4, p. 837-859 (2023)
    • Journal article
    Linear convergence of first order methods for non-strongly convex optimization
    Necoara, Ion Nesterov, Yurii[UCL] Glineur, François[UCL] (2019) Mathematical Programming — Vol. 175, p. 69-107 (2019)
    • Journal article
    Exact Worst-Case Convergence Rates of the Proximal Gradient Method for Composite Convex Minimization
    Taylor, Adrien B.[UCL] Hendrickx, Julien[UCL] Glineur, François[UCL] (2018) Journal of Optimization Theory and Applications — Vol. 178, p. 455-476 (2018)
    • Speech
    A robust convex optimization framework for autonomous network planning under load uncertainty
    Martin, Benoît[UCL] Glineur, François[UCL] De Jaeger, Emmanuel[UCL] (2017) IEEE Powertech 2017 — Manchester
    • WorkingPaper
    Accelerated multiplicative updates and hierarchical als algorithms for nonnegative matrix factorization
    Gillis, Nicolas[UCL] Glineur, François[UCL] (2011)
    • WorkingPaper
    Smooth Strongly Convex Interpolation and Exact Worst-case Performance of First-order Methods
    Taylor, Adrien[UCL] Hendrickx, Julien[UCL] Glineur, François[UCL] (2015)
    • Journal article
    Accelerated Multiplicative Updates and Hierarchical ALS Algorithms for Nonnegative Matrix Factorization
    Gillis, Nicolas Glineur, François[UCL] (2012) Neural Computation — Vol. 24, no. 4 (April 2012)
    • Speech
    A comparison of convex formulations for the joint planning of microgrids
    Martin, Benoît[UCL] De Jaeger, Emmanuel[UCL] Glineur, François[UCL] (2017) 24th International Conference & Exhibition on Electricity Distribution (CIRED) — Glasgow
    • WorkingPaper
    First-order methods of smooth convex optimization with inexact oracle
    Devolder, Olivier[UCL] Glineur, François[UCL] Nesterov, Yurii[UCL] (2011)
    • WorkingPaper
    A multilevel approach for nonnegative matrix factorization
    Gillis, Nicolas[UCL] Glineur, François[UCL] (2010)
    • BookChapter
    Impact of the material distribution formalism on the efficiency of evolutionary methods for topology optimization
    Denies, Jonathan[UCL] Dehez, Bruno[UCL] Glineur, François[UCL] Ben Ahmed, Hamid (2010) Recent Advances in Optimization and its Applications in Engineering — [ISBN : 978-3-642-12597-3]
    • WorkingPaper
    Using underapproximations for sparse nonnegative matrix factorization
    Gillis, Nicolas[UCL] Glineur, François[UCL] (2009)
    • Journal article
    Low-Rank Matrix Approximation with Weights or Missing Data Is NP-Hard
    Gillis, Nicolas[UCL] Glineur, François[UCL] (2011) SIAM Journal on Matrix Analysis and Applications — Vol. 32, no. 4, p. 1149–1165 (2011)
    • Journal article
    Conic formulation for lp-norm optimization
    Glineur, François[UCL] Terlaky, Tamas (2004) Journal of Optimization Theory and Applications — Vol. 122, no. 2, p. 285-307 (Août 2004)
    • Journal article
    Least-Squares Methods for Nonnegative Matrix Factorization Over Rational Functions
    Hautecoeur, Cécile[ICTEAM UCLouvain Louvain-La-Neuve, Belgium] De Lathauwer, Lieven Gillis, Nicolas Glineur, François[UCL] (2023) IEEE Transactions on Signal Processing — Vol. 71, p. 1712-1724 (2023)
    • Journal article
    Complexity of first-order inexact Lagrangian and penalty methods for conic convex programming
    Necoara, I. Patrascu, A. Glineur, François[UCL] (2019) Optimization Methods and Software — Vol. 34, no. 2, p. 305-335 (2019)

Pages