Claudia Soares

Claudia Soares

I use optimization, physics, and probability theory to develop robust, interpretable, and trustworthy learning methods to be applied in the real world.

CLASP: Online learning algorithms for Convex Losses And Squared Penalties

Published in Proceedings of the 43rd International Conference on Machine Learning, 2026

Recommended citation: Ricardo N. Ferreira, Joao Xavier, Cláudia Soares, "CLASP: Online learning algorithms for Convex Losses And Squared Penalties." Proceedings of the 43rd International Conference on Machine Learning, 2026. https://openreview.net/forum?id=o54x4zOWuy

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Bibtex:

@inproceedings{Ferreira_2026_CLASP,
    author = "Ferreira, Ricardo N. and Xavier, Joao and Soares, Cl{\'a}udia",
    title = "{CLASP}: Online learning algorithms for {C}onvex {L}osses {A}nd {S}quared {P}enalties",
    booktitle = "Proceedings of the 43rd International Conference on Machine Learning",
    year = "2026",
    url = "https://openreview.net/forum?id=o54x4zOWuy"
}