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Disambiguation of "Biroli, Giulio"

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Comparing Dynamics: Deep Neural Networks versus Glassy Systems.

, , , , , , , , and . ICML, volume 80 of Proceedings of Machine Learning Research, page 324-333. PMLR, (2018)

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Giulio Mazzolo

Giulio Donati

Giulio Meiattini

Giulio Pellitta

Giulio Grassi

 

Other publications of authors with the same name

Lattice Glass Models, and . Physical Review Letters, 88 (2): 025501+ (December 2001)A jamming transition from under- to over-parametrization affects loss landscape and generalization., , , , , and . CoRR, (2018)More data or more parameters? Investigating the effect of data structure on generalization., , , and . CoRR, (2021)Finding the Needle in the Haystack with Convolutions: on the benefits of architectural bias., , , and . NeurIPS, page 9330-9340. (2019)Phase transitions and complexity in computer science: an overview of the statistical physics approach to the random satisfiability problem, , and . Physica A: Statistical Mechanics and its Applications, (Apr 1, 2002)Perspective: The glass transition, and . The Journal of Chemical Physics, 138 (12): 12A301+ (2013)From Zero to Hero: How local curvature at artless initial conditions leads away from bad minima., , and . CoRR, (2024)Landscape Complexity for the Empirical Risk of Generalized Linear Models., , and . CoRR, (2019)Complex interactions can create persistent fluctuations in high-diversity ecosystems., , , and . PLoS Comput. Biol., (2020)Who is Afraid of Big Bad Minima? Analysis of gradient-flow in spiked matrix-tensor models., , , , and . NeurIPS, page 8676-8686. (2019)