152 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Polytechnique MontréalCA27 papers
- HEC MontréalCA13 papers
- McGill UniversityCA9 papers
- Université de MontréalCA6 papers
- Mila - Quebec Artificial Intelligence InstituteCA5 papers
- Université de SherbrookeCA4 papers
- Centre National de la Recherche ScientifiqueFR3 papers
- Université Fédérale de Toulouse Midi-PyrénéesFR3 papers
- University of EdinburghGB3 papers
- Kyoto UniversityJP2 papers
- Laboratoire des Sciences du Numérique de NantesFR2 papers
- Laboratoire des Sciences pour la Conception, l'Optimisation et la ProductionFR2 papers
3 papers · 1 filter
Implementing a smooth exact penalty function for general constrained nonlinear optimization
Ron Estrin, Michael Friedlander, Dominique Orban +1
We build upon Estrin et al. (2019) to develop a general constrained nonlinear optimization algorithm based on a smooth penalty function proposed by Fletcher (1970, 1973b). Although…
HyperNOMAD: Hyperparameter optimization of deep neural networks using mesh adaptive direct search
Dounia Lakhmiri, Sébastien Le Digabel, Christophe Tribes
The performance of deep neural networks is highly sensitive to the choice of the hyperparameters that define the structure of the network and the learning process. When facing a ne…
CONICOPF: Conic relaxations for AC optimal power flow computations
Christian Bingane, Miguel F. Anjos, Sébastien Le Digabel
Computational speed and global optimality are key needs for practical algorithms for the optimal power flow problem. Two convex relaxations offer a favorable trade-off between the…