Publications

See also google scholar.

Published papers

Second-order step-size tuning of SGD for non-convex optimization (2022)

C. Castera, J. Bolte, C. Févotte, E. Pauwels
Neural Processing Letters

An inertial Newton algorithm for deep learning (2021)

C. Castera, J. Bolte, C. Févotte, E. Pauwels
Journal of Machine Learning Research

Preprints

Continuous Newton-like methods featuring inertia and variable mass (2023)

C. Castera, H. Attouch, J. Fadili, P. Ochs
Preprint

Inertial Newton algorithms avoiding strict saddle points (2021)

C. Castera
Preprint

Codes and Miscellaneous