Professor, Department of Mathematical and Industrial Engineering, Polytechnique Montréal
Other titles and affiliations
Several GERAD researchers appear in a ranking of research citations created in August 2021 and published on the Mendeley website, a search tool belonging to Elsevier, the Dutch scientific publisher.
Professor Andrea Lodi from Polytechnique Montréal received the INFORMS Farkas Prize. This prize is awarded annually to a mid-career researcher for outstanding contributions to the field of optimization, over the course of their career.
Sincere thanks to OBVIA (International Observatory on the Societal Impacts of AI and Digital Technology) for awarding a $125k grant for the project to study the governance and ethics of algorithms in an environment of mobility on demand and of an innovation ecosystem. The team (Andrea Lodi, Antoine Legrain, François Soumis, and Hugues Delmaire) to which is added researchers Patrick Turmel from Université Laval, Vincent Gautrais from Université de Montréal and Sébastien Gambs from UQAM, must study the impact of social, legal, security factors ... on the performance and structure of algorithms in a real-time environment requiring the management of large amounts of data. An important step in the development of technically and socially viable solutions.
Aleksandr Kazachkov – Polytechnique Montréal
Cahiers du GERAD
Drones have been getting more and more popular in many economy sectors. Both scientific and industrial communities aim at making the impact of drones even mo...BibTeX reference
We propose a new stochastic variance-reduced damped L-BFGS algorithm, where we leverage estimates of bounds on the largest and smallest eigenvalues of the He...BibTeX reference
In this paper, we consider both first- and second-order techniques to address continuous optimization problems arising in machine learning. In the first-orde...BibTeX reference