Simon Lacoste-Julien is affiliated with the University of Montreal in Canada, focusing primarily on research within the field of Computer Science. Their work spans across several subfields including Artificial Intelligence, Computer Vision and Pattern Recognition, Computational Mechanics, Statistics and Probability, and Computational Theory and Mathematics.
The scientist has contributed extensively to topics such as Domain Adaptation and Few-Shot Learning, Stochastic Gradient Optimization Techniques, Advanced Neural Network Applications, Machine Learning and Algorithms, Sparse and Compressive Sensing Techniques, Neural Networks and Applications, and Markov Chains and Monte Carlo Methods.
Recent publications by Simon Lacoste-Julien include:
Lacoste-Julien's work has been published frequently in the venue arXiv (Cornell University), with 51 publications, alongside contributions to the IEEE Transactions on Pattern Analysis and Machine Intelligence, INFORMS journal on computing, Machine Learning, and EURO Journal on Transportation and Logistics.
Collaboration appears as a significant aspect of this researcher's output, with frequent coauthors including Sébastien Lachapelle, Gauthier Gidel, Ioannis Mitliagkas, Yoshua Bengio, and Nicolas Loizou, reflecting ongoing partnerships within their research network.
Aaron Defazio;Francis Bach;Simon Lacoste-Julien
Devansh Arpit;Stanisław Jastrzębski;Nicolas Ballas;David Krueger
Simon Lacoste-Julien;Fei Sha;Michael I. Jordan
Simon Lacoste-Julien;Martin Jaggi;Mark Schmidt;Patrick Pletscher
Simon Lacoste-Julien;Martin Jaggi
Jean-Baptiste Alayrac;Piotr Bojanowski;Nishant Agrawal;Nishant Agrawal;Josef Sivic
Ben Taskar;Lacoste-Julien Simon;Klein Dan
Simon Lacoste-Julien;Mark W. Schmidt;Francis R. Bach
Gauthier Gidel;Hugo Berard;Gaëtan Vignoud;Pascal Vincent
Simon Lacoste-Julien;Konstantina Palla;Alex Davies;Gjergji Kasneci
Visesh Chari;Simon Lacoste-Julien;Ivan Laptev;Josef Sivic
Ben Taskar;Simon Lacoste-Julien;Michael I. Jordan
Simon Lacoste-Julien;Simon Lacoste-Julien
Simon Lacoste-julien;Francis R. Bach;Guillaume R. Obozinski
Francis Bach;Simon Lacoste-Julien;Guillaume Obozinski
Gauthier Gidel;Reyhane Askari Hemmat;Mohammad Pezeshki;Gabriel Huang
Pascal Germain;Francis Bach;Alexandre Lacoste;Simon Lacoste-Julien
Sharan Vaswani;Aaron Mishkin;Issam H. Laradji;Mark Schmidt
Thomas Hofmann;Aurelien Lucchi;Simon Lacoste-Julien;Brian McWilliams
Rémi Leblond;Fabian Pedregosa;Simon Lacoste-Julien
Brady Neal;Sarthak Mittal;Aristide Baratin;Vinayak Tantia
Philippe Brouillard;Sébastien Lachapelle;Alexandre Lacoste;Simon Lacoste-Julien
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