Ph.D. in Fisica , 30th cycle (2014-2017)
Ph.D. obtained in 2018
Dissertation:
Out of Equilibrium Statistical Physics of Learning
Tutors:
Riccardo ZecchinaPublications
Works published during the Ph.D. View all publications in Porto@Iris
- Saglietti, Luca (2018)
Out of equilibrium Statistical Physics of learning. relatore: ZECCHINA, RICCARDO; , 30. XXX Ciclo, P.: 208
Doctoral Thesis - Baldassi, Carlo; Borgs, Christian; Chayes, Jennifer T; Ingrosso, Alessandro; Lucibello, ... (2016)
Unreasonable effectiveness of learning neural networks: From accessible states and robust ensembles to basic algorithmic schemes. In: PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, vol. 113, pp. E7655-E7662. ISSN 0027-8424
Contributo su Rivista - Baldassi, Carlo; Gerace, Federica; Lucibello, Carlo; Saglietti, Luca; Zecchina, Riccardo (2016)
Learning may need only a few bits of synaptic precision. In: PHYSICAL REVIEW. E, vol. 93. ISSN 2470-0045
Contributo su Rivista - Baldassi, Carlo; Ingrosso, Alessandro; Lucibello, Carlo; Saglietti, Luca; Zecchina, ... (2015)
Subdominant Dense Clusters Allow for Simple Learning and High Computational Performance in Neural Networks with Discrete Synapses. In: PHYSICAL REVIEW LETTERS, vol. 115. ISSN 0031-9007
Contributo su Rivista