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Disambiguation of "Biroli, Giulio"

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From Zero to Hero: How local curvature at artless initial conditions leads away from bad minima.

, , and . CoRR, (2024)

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Giulio Mazzolo

Giulio Donati

Giulio Meiattini

Giulio Pellitta

Giulio Grassi

 

Other publications of authors with the same name

A jamming transition from under- to over-parametrization affects loss landscape and generalization., , , , , and . CoRR, (2018)Lattice Glass Models, and . Physical Review Letters, 88 (2): 025501+ (December 2001)Finding the Needle in the Haystack with Convolutions: on the benefits of architectural bias., , , and . NeurIPS, page 9330-9340. (2019)On the Impact of Overparameterization on the Training of a Shallow Neural Network in High Dimensions., , and . AISTATS, volume 238 of Proceedings of Machine Learning Research, page 3655-3663. PMLR, (2024)Dynamic criticality at the jamming transition, , and . The Journal of Chemical Physics, 138 (12): 12A507+ (Sep 13, 2013)Cooperative Behavior of Kinetically Constrained Lattice Gas Models of Glassy Dynamics, , and . Journal of Statistical Physics, 120 (1): 167--238 (Jul 28, 2005)How to iron out rough landscapes and get optimal performances: Replicated Gradient Descent and its application to tensor PCA., , and . CoRR, (2019)An analytic theory of shallow networks dynamics for hinge loss classification., and . NeurIPS, (2020)On the interplay between data structure and loss function in classification problems., , , and . NeurIPS, page 8506-8517. (2021)ConViT: Improving Vision Transformers with Soft Convolutional Inductive Biases., , , , , and . ICML, volume 139 of Proceedings of Machine Learning Research, page 2286-2296. PMLR, (2021)