Publications
Recent selected publications
- 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, R Zecchina - Proceedings of the National Academy of Sciences, 2016
- 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, 2015
- Entropy-sgd: Biasing gradient descent into wide valleys, P Chaudhari, A Choromanska, S Soatto, Y LeCun, C Baldassi, C Borgs, J Chayes, L Sagun, R Zecchina - ICLR 2017, Journal of Statistical Mechanics, 2019 [pdf]
- Role of synaptic stochasticity in training low-precision neural networks, C Baldassi, F Gerace, HJ Kappen, C Lucibello, L Saglietti, E Tartaglione, R Zecchina - Physical review letters, 2018 [pdf]
- Efficiency of quantum vs. classical annealing in nonconvex learning problems, C Baldassi, R Zecchina - Proceedings of the National Academy of Sciences, 2018
- Properties of the Geometry of Solutions and Capacity of Multilayer Neural Networks with Rectified Linear Unit Activations, C Baldassi, EM Malatesta, R Zecchina, 2019 [pdf]
- Shaping the learning landscape in neural networks around wide flat minima, C Baldassi, F Pittorino, R Zecchina - Proceedings of the National Academy of Sciences, 2019
- Stochastic dominance analysis without the independence axiom, S Cerreia-Vioglio, F Maccheroni, M Marinacci - Management Science, 2016 [pdf]
- Self-Confirming Equilibrium and Model Uncertainty, P Battigalli, S Cerreia-Vioglio, F Maccheroni, M Marinacci - American Economic Review, 2015 [pdf]
- Classical subjective expected utility, S Cerreia-Vioglio, F Maccheroni, M Marinacci, L Montrucchio - Proceedings of the National Academy of Sciences, 2013
- Nonparametric Bayes modeling of populations of networks, D Durante, DB Dunson, JT Vogelstein - Journal of the American Statistical Association, 2017
- On the Pitman–Yor process with spike and slab base measure, A Canale, A Lijoi, B Nipoti, I Prünster - Biometrika, 2017 [pdf]
- Distribution theory for hierarchical processes, F Camerlenghi, A Lijoi, P Orbanz, I Prünster - The Annals of Statistics, 2018 [pdf, appendix]
External links to publications lists
- Carlo Baldassi: Google Scholar, Researchgate
- Pierpaolo Battigalli: Google Scholar, Researchgate
- Emanuele Borgonovo: Google Scholar, Researchgate
- Nicolas Brunel: Google Scholar, Researchgate
- Simone Cerreia-Vioglio: Google Scholar, Researchgate
- Daniele Durante: Google Scholar, Researchgate
- Christoph Feinauer: Google Scholar, Researchgate
- Carlo Lucibello: Google Scholar, Researchgate
- Antonio Lijoi: personal page, Researchgate
- Fabio Maccheroni: Google Scholar, Researchgate
- Massimo Marinacci: personal page
- Sonia Petrone: personal page
- Igor Prünster: personal page
- Luca Trevisan: Google Scholar
- Giacomo Zanella: personal page
- Riccardo Zecchina: Google Scholar, Researchgate