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Disambiguation of "Mignacco, Francesca"

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Dynamical mean-field theory for stochastic gradient descent in Gaussian mixture classification.

, , , and . NeurIPS, (2020)

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Francesca Vidal

Francesca Venturini

Francesca Ros

Francesca Albertini

Francesca Moglia

 

Other publications of authors with the same name

The role of regularization in classification of high-dimensional noisy Gaussian mixture, , , and . (2020)cite arxiv:2002.11544Comment: 8 pages + appendix, 6 figures.Dissecting the Interplay of Attention Paths in a Statistical Mechanics Theory of Transformers., , , and . CoRR, (2024)Optimal Protocols for Continual Learning via Statistical Physics and Control Theory., , and . CoRR, (2024)Dynamical mean-field theory for stochastic gradient descent in Gaussian mixture classification., , , and . NeurIPS, (2020)Stochasticity helps to navigate rough landscapes: comparing gradient-descent-based algorithms in the phase retrieval problem., , and . Mach. Learn. Sci. Technol., 2 (3): 35029 (September 2021)Forward Learning with Top-Down Feedback: Empirical and Analytical Characterization., , , , , , and . CoRR, (2023)The Role of Regularization in Classification of High-dimensional Noisy Gaussian Mixture., , , , and . ICML, volume 119 of Proceedings of Machine Learning Research, page 6874-6883. PMLR, (2020)Rigorous Dynamical Mean-Field Theory for Stochastic Gradient Descent Methods., , , , and . SIAM J. Math. Data Sci., 6 (2): 400-427 (2024)Forward Learning with Top-Down Feedback: Empirical and Analytical Characterization., , , , , , and . ICLR, OpenReview.net, (2024)