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2020 – today
- 2024
[j4]Camille Castera
, Hédy Attouch, Jalal Fadili, Peter Ochs:
Continuous Newton-like Methods Featuring Inertia and Variable Mass. SIAM J. Optim. 34(1): 251-277 (2024)- [i5]Camille Castera, Peter Ochs:
From Learning to Optimize to Learning Optimization Algorithms. CoRR abs/2405.18222 (2024) - 2023
- [j3]Camille Castera:
Inertial Newton Algorithms Avoiding Strict Saddle Points. J. Optim. Theory Appl. 199(3): 881-903 (2023) - [i4]Severin Maier, Camille Castera, Peter Ochs:
Near-optimal Closed-loop Method via Lyapunov Damping for Convex Optimization. CoRR abs/2311.10053 (2023) - 2022
- [j2]Camille Castera, Jérôme Bolte, Cédric Févotte, Edouard Pauwels:
Second-Order Step-Size Tuning of SGD for Non-Convex Optimization. Neural Process. Lett. 54(3): 1727-1752 (2022) - 2021
- [b1]Camille Castera:
Inertial and Second-order Optimization Algorithms for Training Neural Networks. (Algorithmes Inertiels et de Second Ordre pour l'Entraînement de Réseaux de Neurones). National Polytechnic Institute of Toulouse, France, 2021 - [j1]Camille Castera, Jérôme Bolte, Cédric Févotte, Edouard Pauwels:
An Inertial Newton Algorithm for Deep Learning. J. Mach. Learn. Res. 22: 134:1-134:31 (2021) - [i3]Camille Castera, Jérôme Bolte, Cédric Févotte, Edouard Pauwels:
Second-order step-size tuning of SGD for non-convex optimization. CoRR abs/2103.03570 (2021) - [i2]Camille Castera:
Inertial Newton Algorithms Avoiding Strict Saddle Points. CoRR abs/2111.04596 (2021)
2010 – 2019
- 2019
- [i1]Camille Castera, Jérôme Bolte, Cédric Févotte, Edouard Pauwels:
An Inertial Newton Algorithm for Deep Learning. CoRR abs/1905.12278 (2019)
Coauthor Index
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