Carlo Baldassi
TitleCited byYear
Entropy-sgd: Biasing gradient descent into wide valleys
P Chaudhari, A Choromanska, S Soatto, Y LeCun, C Baldassi, C Borgs, ...
arXiv preprint arXiv:1611.01838, 2016
2132016
Shape similarity, better than semantic membership, accounts for the structure of visual object representations in a population of monkey inferotemporal neurons
C Baldassi, A Alemi-Neissi, M Pagan, JJ DiCarlo, R Zecchina, D Zoccolan
PLoS computational biology 9 (8), e1003167, 2013
852013
Fast and accurate multivariate Gaussian modeling of protein families: predicting residue contacts and protein-interaction partners
C Baldassi, M Zamparo, C Feinauer, A Procaccini, R Zecchina, M Weigt, ...
PloS one 9 (3), e92721, 2014
842014
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
782016
Efficient supervised learning in networks with binary synapses
C Baldassi, A Braunstein, N Brunel, R Zecchina
Proceedings of the National Academy of Sciences 104 (26), 11079 -11084, 2007
762007
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
662015
Simultaneous identification of specifically interacting paralogs and interprotein contacts by direct coupling analysis
T Gueudré, C Baldassi, M Zamparo, M Weigt, A Pagnani
Proceedings of the National Academy of Sciences 113 (43), 12186-12191, 2016
542016
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
262016
RNAs competing for microRNAs mutually influence their fluctuations in a highly non-linear microRNA-dependent manner in single cells
C Bosia, F Sgrò, L Conti, C Baldassi, D Brusa, F Cavallo, F Di Cunto, ...
Genome biology 18 (1), 37, 2017
212017
Efficiency of quantum vs. classical annealing in nonconvex learning problems
C Baldassi, R Zecchina
Proceedings of the National Academy of Sciences 115 (7), 1457-1462, 2018
202018
Generalization learning in a perceptron with binary synapses
C Baldassi
Journal of Statistical Physics 136 (5), 902-916, 2009
182009
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
172016
Parle: parallelizing stochastic gradient descent
P Chaudhari, C Baldassi, R Zecchina, S Soatto, A Talwalkar, A Oberman
arXiv preprint arXiv:1707.00424, 2017
142017
A max-sum algorithm for training discrete neural networks
C Baldassi, A Braunstein
Journal of Statistical Mechanics: Theory and Experiment 2015 (8), P08008, 2015
142015
A three-threshold learning rule approaches the maximal capacity of recurrent neural networks
A Alemi, C Baldassi, N Brunel, R Zecchina
PLoS computational biology 11 (8), e1004439, 2015
122015
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
112018
Sharing information to reconstruct patient-specific pathways in heterogeneous diseases
A Gitter, A Braunstein, A Pagnani, C Baldassi, C Borgs, J Chayes, ...
Biocomputing 2014, 39-50, 2014
112014
A method to reduce the rejection rate in Monte Carlo Markov chains
C Baldassi
Journal of Statistical Mechanics: Theory and Experiment 2017 (3), 033301, 2017
7*2017
Shaping the learning landscape in neural networks around wide flat minima
C Baldassi, F Pittorino, R Zecchina
arXiv preprint arXiv:1905.07833, 2019
52019
Statistical physics and network optimization problems
C Baldassi, A Braunstein, A Ramezanpour, R Zecchina
Mathematical Foundations of Complex Networked Information Systems, 27-49, 2015
52015
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Articles 1–20