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Anthony Deschênes

Anthony Deschênes

Assistant Professor

Department of Computer Science and Software Engineering

Prospective students

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Biography

I'm interested in machine learning and combinatorial optimization, mainly in their application in an industrial context. Particularly the fusion of the two when the output of machine learning algorithms becomes an input for combinatorial optimization models. For example, I've been working on the optimization of an electric vehicle route (combinatorial optimization) that takes machine learning models as input to predict electricity consumption. The optimization models can vary the speed of the vehicle, impacting the consumption predicted by the machine learning models. Another example would be the detection of anomalies in the sound emitted by an industrial planer, then real-time optimization of its parameters to correct the sound. So I have expertise in both machine learning and combinatorial optimization.

Academic background and professional experience

Ph.D., Computer Science, Université Laval, 2024

M.Sc. Computer Science, Université Laval, 2021

B.Sc.A, Computer Science, Université Laval, 2019

Awards and distinctions

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Research Areas

Ce champ ne comporte pas de données en ce moment.

Analytique des données et traitement du signal, n.c.a.
Apprentissage machine
Artificial intelligence, n.e.c.
Data analytics and signal processing, n.e.c.

Contact

Pavillon Adrien-Pouliot

1065, avenue de la Médecine             

Local 3778

Université Laval

Québec G1V 0A6                                  

Canada

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