Publications

See also google scholar.

Published papers

An inertial Newton algorithm for deep learning (2021)

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

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

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

Preprints

Inertial Newton algorithms avoiding strict saddle points (2021)

C. Castera
Preprint

Codes and Miscellaneous