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Sékou-Oumar Kaba
Sékou-Oumar Kaba
Mila - Quebec Artificial Intelligence Institute & McGill University
Adresse e-mail validée de mila.quebec - Page d'accueil
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Gradient starvation: A learning proclivity in neural networks
M Pezeshki, SO Kaba, Y Bengio, AC Courville, D Precup, G Lajoie
Advances in Neural Information Processing Systems 34, 1256-1272, 2021
2522021
Group-theoretical classification of superconducting states of strontium ruthenate
SO Kaba, D Sénéchal
Physical Review B 100 (21), 214507, 2019
482019
Equivariance with learned canonicalization functions
SO Kaba, AK Mondal, Y Zhang, Y Bengio, S Ravanbakhsh
International Conference on Machine Learning, 15546-15566, 2023
382023
Equivariant networks for crystal structures
SO Kaba, S Ravanbakhsh
Advances in Neural Information Processing Systems 35, 4150-4164, 2022
172022
Equivariant adaptation of large pretrained models
AK Mondal, SS Panigrahi, SO Kaba, SR Mudumba, S Ravanbakhsh
Advances in Neural Information Processing Systems 36, 2024
102024
Prediction of large magnetic moment materials with graph neural networks and random forests
SO Kaba, B Groleau-Paré, MA Gauthier, AMS Tremblay, S Verret, ...
Physical Review Materials 7 (4), 044407, 2023
92023
Symmetry breaking and equivariant neural networks
SO Kaba, S Ravanbakhsh
NeurIPS Workshop on Symmetry and Geometry in Neural Representations, 2023
22023
Using multiple vector channels improves E(n)-equivariant graph neural networks
D Levy, SO Kaba, C Gonzales, S Miret, S Ravanbakhsh
ICML Workshop on Machine Learning for Astrophysics, 2023
12023
Symétrie du paramètre d’ordre supraconducteur dans le ruthénate de strontium
SO Kaba
Université de Sherbrooke, 2018
2018
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