متابعة
Carlo Lucibello
Carlo Lucibello
Assistant Professor, Bocconi University
بريد إلكتروني تم التحقق منه على unibocconi.it
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
Unreasonable effectiveness of learning neural networks: From accessible states and robust ensembles to basic algorithmic schemes‏
C Baldassi, C Borgs, JT Chayes, A Ingrosso, C Lucibello, L Saglietti, ...‏
Proceedings of the National Academy of Sciences 113 (48), E7655-E7662, 2016‏
2052016
Subdominant dense clusters allow for simple learning and high computational performance in neural networks with discrete synapses‏
C Baldassi, A Ingrosso, C Lucibello, L Saglietti, R Zecchina‏
Physical review letters 115 (12), 128101, 2015‏
1672015
A Scaling Hypothesis for the Euclidean Bipartite Matching Problem‏
S Caracciolo, C Lucibello, G Parisi, G Sicuro‏
Phys. Rev. E 90, 012118, 2014‏
932014
Local entropy as a measure for sampling solutions in constraint satisfaction problems‏
C Baldassi, A Ingrosso, C Lucibello, L Saglietti, R Zecchina‏
Journal of Statistical Mechanics: Theory and Experiment 2016 (2), 023301, 2016‏
652016
Entropic gradient descent algorithms and wide flat minima‏
F Pittorino, C Lucibello, C Feinauer, G Perugini, C Baldassi, ...‏
Journal of Statistical Mechanics: Theory and Experiment 2021 (12), 124015, 2021‏
402021
Learning may need only a few bits of synaptic precision‏
C Baldassi, F Gerace, C Lucibello, L Saglietti, R Zecchina‏
Physical Review E 93 (5), 052313, 2016‏
402016
Exponential capacity of dense associative memories‏
C Lucibello, M Mézard‏
Physical Review Letters 132 (7), 077301, 2024‏
382024
Finite size corrections to disordered Ising models on Random Regular Graphs‏
C Lucibello, F Morone, G Parisi, F Ricci-Tersenghi, T Rizzo‏
Phys. Rev. E 90, 012146, 2014‏
332014
Finite-size corrections to disordered systems on Erdös-Rényi random graphs‏
U Ferrari, C Lucibello, F Morone, G Parisi, F Ricci-Tersenghi, T Rizzo‏
Physical Review B—Condensed Matter and Materials Physics 88 (18), 184201, 2013‏
322013
Loop expansion around the Bethe approximation through the M-layer construction‏
A Altieri, MC Angelini, C Lucibello, G Parisi, F Ricci-Tersenghi, T Rizzo‏
Journal of Statistical Mechanics: Theory and Experiment 2017 (11), 113303, 2017‏
302017
Role of synaptic stochasticity in training low-precision neural networks‏
C Baldassi, F Gerace, HJ Kappen, C Lucibello, L Saglietti, E Tartaglione, ...‏
Physical review letters 120 (26), 268103, 2018‏
242018
Unexpected upper critical dimension for spin glass models in a field predicted by the loop expansion around the bethe solution at zero temperature‏
MC Angelini, C Lucibello, G Parisi, G Perrupato, F Ricci-Tersenghi, ...‏
Physical review letters 128 (7), 075702, 2022‏
232022
Star-shaped space of solutions of the spherical negative perceptron‏
BL Annesi, C Lauditi, C Lucibello, EM Malatesta, G Perugini, F Pittorino, ...‏
Physical Review Letters 131 (22), 227301, 2023‏
182023
Clustering of solutions in the symmetric binary perceptron‏
C Baldassi, R Della Vecchia, C Lucibello, R Zecchina‏
Journal of Statistical Mechanics: Theory and Experiment 2020 (7), 073303, 2020‏
172020
Deep learning via message passing algorithms based on belief propagation‏
C Lucibello, F Pittorino, G Perugini, R Zecchina‏
Machine Learning: Science and Technology 3 (3), 035005, 2022‏
162022
One-loop diagrams in the random Euclidean matching problem‏
C Lucibello, G Parisi, G Sicuro‏
Physical Review E 95 (1), 012302, 2017‏
162017
Generalized approximate survey propagation for high-dimensional estimation‏
C Lucibello, L Saglietti, Y Lu‏
International Conference on Machine Learning, 4173-4182, 2019‏
132019
The statistical mechanics of random set packing and a generalization of the Karp-Sipser algorithm‏
C Lucibello, F Ricci-Tersenghi‏
International Journal of Statistical Mechanics 2014, 1-13, 2014‏
132014
Storage and learning phase transitions in the random-features Hopfield model‏
M Negri, C Lauditi, G Perugini, C Lucibello, E Malatesta‏
Physical Review Letters 131 (25), 257301, 2023‏
12*2023
Loop expansion around the Bethe solution for the random magnetic field Ising ferromagnets at zero temperature‏
MC Angelini, C Lucibello, G Parisi, F Ricci-Tersenghi, T Rizzo‏
Proceedings of the National Academy of Sciences 117 (5), 2268-2274, 2020‏
122020
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مقالات 1–20