Portrait of Guillaume Lajoie

Guillaume Lajoie

Core Academic Member
Canada CIFAR AI Chair
Assistant Professor, Université de Montréal, Department of Mathematics and Statistics
Consultant, n-a

Biography

Guillaume Lajoie is an assistant professor in the Department of Mathematics and Statistics at Université de Montréal and a core academic member of Mila – Quebec Artificial Intelligence Institute. He is also a Fonds de recherche du Québec - Health Research Scholar and holds a Tier 2 Canada Research Chair in Neural Computation and Interfacing.

Previously, Lajoie was a postdoctoral fellow at the Max Planck Institute for Dynamics and Self-Organization in Germany and at the University of Washington’s Institute for Neuroengineering. He obtained his PhD from the Department of Applied Mathematics at the University of Washington (Seattle).

Lying at the intersection of AI and neuroscience, Lajoie’s research pursues questions surrounding neural network dynamics and computations, which has potential applications to neuroengineering.

Recent work has focused on the development of architectural inductive biases for information propagation in recurrent networks, as well as the development of algorithms and models for bidirectional brain-machine interface optimization.

Current Students

Collaborating researcher - Université de Montréal
PhD - Université de Montréal
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Postdoctorate - Université de Montréal
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PhD - Université de Montréal
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PhD - Université de Montréal
Master's Research - Université de Montréal
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Collaborating researcher - Université de Montréal
PhD - Université de Montréal
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Master's Research - Polytechnique Montréal
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PhD - McGill University
PhD - Université de Montréal
PhD - Université de Montréal
Postdoctorate - Université de Montréal
Co-supervisor :
PhD - Université de Montréal
Co-supervisor :
Postdoctorate - McGill University
Principal supervisor :
Master's Research - Polytechnique Montréal
Principal supervisor :
PhD - Université de Montréal
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PhD - Université de Montréal
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Independent visiting researcher
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Professional Master's - Université de Montréal
Collaborating researcher - Polytechnique Montréal
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Research Intern - Western Washington University
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PhD - Université de Montréal
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Publications

Implicit Regularization in Deep Learning: A View from Function Space
Aristide Baratin
Thomas George
César Laurent