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Baptiste Goujaud
Baptiste Goujaud
Ecole polytechnique
Verified email at polytechnique.edu - Homepage
Title
Cited by
Cited by
Year
Gradient based sample selection for online continual learning
R Aljundi, M Lin, B Goujaud, Y Bengio
Advances in Neural Information Processing Systems, 2019, 2019
10062019
PEPit: computer-assisted worst-case analyses of first-order optimization methods in Python
B Goujaud, C Moucer, F Glineur, JM Hendrickx, AB Taylor, A Dieuleveut
Mathematical Programming Computation 16 (3), 337-367, 2024
492024
Super-acceleration with cyclical step-sizes
B Goujaud, D Scieur, A Dieuleveut, AB Taylor, F Pedregosa
International Conference on Artificial Intelligence and Statistics, 3028-3065, 2022
372022
A Study of Condition Numbers for First-Order Optimization
C Guille-Escuret, B Goujaud, M Girotti, I Mitliagkas
International Conference on Artificial Intelligence and Statistics, 1261-1269, 2021
202021
Optimal first-order methods for convex functions with a quadratic upper bound
B Goujaud, A Taylor, A Dieuleveut
arXiv preprint arXiv:2205.15033, 2022
182022
Gradient descent is optimal under lower restricted secant inequality and upper error bound
C Guille-Escuret, A Ibrahim, B Goujaud, I Mitliagkas
Advances in Neural Information Processing Systems 35, 24893-24904, 2022
162022
Provable non-accelerations of the heavy-ball method
B Goujaud, A Taylor, A Dieuleveut
arXiv preprint arXiv:2307.11291, 2023
142023
Proving linear mode connectivity of neural networks via optimal transport
D Ferbach, B Goujaud, G Gidel, A Dieuleveut
International Conference on Artificial Intelligence and Statistics, 2023
122023
On fundamental proof structures in first-order optimization
B Goujaud, A Dieuleveut, A Taylor
2023 62nd IEEE Conference on Decision and Control (CDC), 3023-3030, 2023
92023
Quadratic minimization: from conjugate gradient to an adaptive Heavy-ball method with Polyak step-sizes
B Goujaud, A Taylor, A Dieuleveut
arXiv preprint arXiv:2210.06367, 2022
82022
Counter-examples in first-order optimization: a constructive approach
B Goujaud, A Dieuleveut, A Taylor
IEEE Control Systems Letters 7, 2485-2490, 2023
52023
Constructive approaches to worst-case complexity analyses of gradient methods for convex optimization: contributions, new insights, and novel results
B Goujaud
Institut Polytechnique de Paris, 2024
12024
Robust Detection of Covariate-Treatment Interactions in Clinical Trials
B Goujaud, EW Tramel, P Courtiol, M Zaslavskiy, G Wainrib
ISCB ASC 2018, 2017
12017
PerformanceEstimation/PEPit
B Goujaud, C Moucer
optimization 84 (6), 9-13, 2022
2022
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