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Camille Castera

Orcid: 0000-0002-7384-6387

According to our database1, Camille Castera authored at least 7 papers between 2021 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Continuous Newton-like Methods Featuring Inertia and Variable Mass.
[BibTeX]
[DOI]
Camille Castera
,
Hédy Attouch
,
Jalal Fadili
,
Peter Ochs
SIAM J. Optim., March, 2024

From Learning to Optimize to Learning Optimization Algorithms.
[BibTeX]
[DOI]
Camille Castera
,
Peter Ochs
CoRR, 2024

2023
Inertial Newton Algorithms Avoiding Strict Saddle Points.
[BibTeX]
[DOI]
Camille Castera
J. Optim. Theory Appl., December, 2023

Near-optimal Closed-loop Method via Lyapunov Damping for Convex Optimization.
[BibTeX]
[DOI]
Severin Maier
,
Camille Castera
,
Peter Ochs
CoRR, 2023

2022
Second-Order Step-Size Tuning of SGD for Non-Convex Optimization.
[BibTeX]
[DOI]
Camille Castera
,
Jérôme Bolte
,
Cédric Févotte
,
Edouard Pauwels
Neural Process. Lett., 2022

2021
Inertial and Second-order Optimization Algorithms for Training Neural Networks. (Algorithmes Inertiels et de Second Ordre pour l'Entraînement de Réseaux de Neurones).
[BibTeX]
[DOI]
Camille Castera
PhD thesis, 2021

An Inertial Newton Algorithm for Deep Learning.
[BibTeX]
[DOI]
Camille Castera
,
Jérôme Bolte
,
Cédric Févotte
,
Edouard Pauwels
J. Mach. Learn. Res., 2021


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