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

Legend:

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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.
SIAM J. Optim., March, 2024

From Learning to Optimize to Learning Optimization Algorithms.
CoRR, 2024

2023
Inertial Newton Algorithms Avoiding Strict Saddle Points.
J. Optim. Theory Appl., December, 2023

Near-optimal Closed-loop Method via Lyapunov Damping for Convex Optimization.
CoRR, 2023

2022
Second-Order Step-Size Tuning of SGD for Non-Convex Optimization.
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).
PhD thesis, 2021

An Inertial Newton Algorithm for Deep Learning.
J. Mach. Learn. Res., 2021


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