עקוב אחר
Luca Pesce
Luca Pesce
PhD student, EPFL
כתובת אימייל מאומתת בדומיין epfl.ch
כותרת
צוטט על ידי
צוטט על ידי
שנה
Are Gaussian data all you need? The extents and limits of universality in high-dimensional generalized linear estimation‏
L Pesce, F Krzakala, B Loureiro, L Stephan‏
International Conference on Machine Learning, 27680-27708, 2023‏
132023
Learning two-layer neural networks, one (giant) step at a time‏
Y Dandi, F Krzakala, B Loureiro, L Pesce, L Stephan‏
arXiv preprint arXiv:2305.18270, 2023‏
122023
The Benefits of Reusing Batches for Gradient Descent in Two-Layer Networks: Breaking the Curse of Information and Leap Exponents‏
Y Dandi, E Troiani, L Arnaboldi, L Pesce, L Zdeborová, F Krzakala‏
arXiv preprint arXiv:2402.03220, 2024‏
22024
Subspace clustering in high-dimensions: Phase transitions & Statistical-to-Computational gap‏
L Pesce, B Loureiro, F Krzakala, L Zdeborová‏
Advances in Neural Information Processing Systems 35, 27087-27099, 2022‏
12022
Asymptotics of feature learning in two-layer networks after one gradient-step‏
H Cui, L Pesce, Y Dandi, F Krzakala, YM Lu, L Zdeborová, B Loureiro‏
arXiv preprint arXiv:2402.04980, 2024‏
2024
Theory and applications of the Sum-Of-Squares technique‏
F Bach, E Cornacchia, L Pesce, G Piccioli‏
arXiv preprint arXiv:2306.16255, 2023‏
2023
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מאמרים 1–6