BALDASSI, CARLO

BALDASSI, CARLO  

Dipartimento Scienza Applicata e Tecnologia  

023017  

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Citazione Data di pubblicazione Autori File
Learning through atypical phase transitions in overparameterized neural networks / Baldassi, C.; Lauditi, C.; Malatesta, E. M.; Pacelli, R.; Perugini, G.; Zecchina, R.. - In: PHYSICAL REVIEW. E. - ISSN 2470-0053. - 106:1(2022), p. 014116. [10.1103/PhysRevE.106.014116] 1-gen-2022 Baldassi C.Lauditi C.Pacelli R.Perugini G.Zecchina R. + 2110.00683.pdf
Wide flat minima and optimal generalization in classifying high-dimensional Gaussian mixtures / Baldassi, Carlo; Malatesta, Enrico M; Negri, Matteo; Zecchina, Riccardo. - In: JOURNAL OF STATISTICAL MECHANICS: THEORY AND EXPERIMENT. - ISSN 1742-5468. - ELETTRONICO. - 2020:12(2020). [10.1088/1742-5468/abcd31] 1-gen-2020 Baldassi, CarloNegri, MatteoZecchina, Riccardo + Baldassi_2020_J._Stat._Mech._2020_124012.pdf2010.14761.pdf
From inverse problems to learning: A Statistical Mechanics approach / Baldassi, Carlo; Gerace, Federica; Saglietti, Luca; Zecchina, Riccardo. - In: JOURNAL OF PHYSICS. CONFERENCE SERIES. - ISSN 1742-6588. - 955:1(2018), p. 012001. [10.1088/1742-6596/955/1/012001] 1-gen-2018 Baldassi, CarloGerace, FedericaSaglietti, LucaZecchina, Riccardo -
Role of Synaptic Stochasticity in Training Low-Precision Neural Networks / Baldassi, Carlo; Federica, Gerace; Kappen, Hilbert J.; Lucibello, Carlo; Luca, Saglietti; Tartaglione, Enzo; Zecchina, Riccardo. - In: PHYSICAL REVIEW LETTERS. - ISSN 1092-0145. - 120:(2018). [10.1103/PhysRevLett.120.268103] 1-gen-2018 Carlo BaldassiLUCIBELLO, CARLOEnzo TartaglioneRiccardo Zecchina + -
A method to reduce the rejection rate in Monte Carlo Markov chains / Baldassi, Carlo. - In: JOURNAL OF STATISTICAL MECHANICS: THEORY AND EXPERIMENT. - ISSN 1742-5468. - ELETTRONICO. - 2017:3(2017), p. 033301. [10.1088/1742-5468/aa5335] 1-gen-2017 BALDASSI, CARLO rrrmc.pdf
RNAs competing for microRNAs mutually influence their fluctuations in a highly non-linear microRNA-dependent manner in single cells / Bosia, Carla; Sgrò, Francesco; Conti, Laura; Baldassi, Carlo; Cavallo, Federica; Di Cunto, Ferdinando; Turco, Emilia; Pagnani, Andrea; Zecchina, Riccardo. - In: GENOME BIOLOGY. - ISSN 1474-760X. - ELETTRONICO. - 18:(2017), pp. 17-30. [10.1186/s13059-017-1162-x] 1-gen-2017 BOSIA, CARLABALDASSI, CARLOPAGNANI, ANDREA + s13059-017-1162-x.pdf
Learning may need only a few bits of synaptic precision / Baldassi, Carlo; Gerace, Federica; Lucibello, Carlo; Saglietti, Luca; Zecchina, Riccardo. - In: PHYSICAL REVIEW. E. - ISSN 2470-0045. - ELETTRONICO. - 93:5(2016), p. 052313. [10.1103/PhysRevE.93.052313] 1-gen-2016 BALDASSI, CARLOGERACE, FEDERICALUCIBELLO, CARLOSAGLIETTI, LUCAZECCHINA, RICCARDO fewbits.pdf
Local entropy as a measure for sampling solutions in constraint satisfaction problems / Baldassi, Carlo; Ingrosso, Alessandro; Lucibello, Carlo; Saglietti, Luca; Zecchina, Riccardo. - In: JOURNAL OF STATISTICAL MECHANICS: THEORY AND EXPERIMENT. - ISSN 1742-5468. - ELETTRONICO. - 2016:2(2016), p. 023301. [10.1088/1742-5468/2016/02/023301] 1-gen-2016 BALDASSI, CARLOINGROSSO, ALESSANDROLUCIBELLO, CARLOSAGLIETTI, LUCAZECCHINA, RICCARDO -
Simultaneous identification of specifically interacting paralogs and interprotein contacts by direct coupling analysis / Gueudre, Thomas; Baldassi, Carlo; Zamparo, Marco; Weigt, Martin; Pagnani, Andrea. - In: PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA. - ISSN 0027-8424. - STAMPA. - 113:43(2016), pp. 12186-12191. [10.1073/pnas.1607570113] 1-gen-2016 GUEUDRE, THOMASBALDASSI, CARLOZAMPARO, MARCOPAGNANI, ANDREA + PNAS-2016-Gueudré-12186-91.pdf
Unreasonable effectiveness of learning neural networks: From accessible states and robust ensembles to basic algorithmic schemes / Baldassi, Carlo; Borgs, Christian; Chayes, Jennifer T; Ingrosso, Alessandro; Lucibello, Carlo; Saglietti, Luca; Zecchina, Riccardo. - In: PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA. - ISSN 0027-8424. - STAMPA. - 113:48(2016), pp. E7655-E7662. [10.1073/pnas.1608103113] 1-gen-2016 BALDASSI, CARLOINGROSSO, ALESSANDROLUCIBELLO, CARLOSAGLIETTI, LUCAZECCHINA, RICCARDO + accessible-arxiv.pdf
A Max-Sum algorithm for training discrete neural networks / Baldassi, Carlo; Braunstein, Alfredo. - In: JOURNAL OF STATISTICAL MECHANICS: THEORY AND EXPERIMENT. - ISSN 1742-5468. - ELETTRONICO. - 2015:8(2015), p. P08008. [10.1088/1742-5468/2015/08/P08008] 1-gen-2015 BALDASSI, CARLOBRAUNSTEIN, ALFREDO -
A Three-Threshold Learning Rule Approaches the Maximal Capacity of Recurrent Neural Networks / Alemi, Alireza; Baldassi, Carlo; Brunel, Nicolas; Zecchina, Riccardo. - In: PLOS COMPUTATIONAL BIOLOGY. - ISSN 1553-734X. - ELETTRONICO. - 11:8(2015), p. e1004439. [10.1371/journal.pcbi.1004439] 1-gen-2015 BALDASSI, CARLOBRUNEL, NICOLASZECCHINA, RICCARDO + A Three-Threshold Learning Rule Approaches the Maximal Capacity of Recurrent Neural Networks.pdf
Statistical physics and network optimization problems / Baldassi, Carlo; Braunstein, Alfredo; Ramezanpour, Abolfazl; Zecchina, Riccardo - In: Mathematical Foundations of Complex Networked Information Systems / Fagnani F., Fosson S., Ravazzi C.. - STAMPA. - [s.l] : Springer, 2015. - ISBN 978-3-319-16966-8. - pp. 27-49 [10.1007/978-3-319-16967-5_2] 1-gen-2015 BALDASSI, CARLOBRAUNSTEIN, ALFREDORAMEZANPOUR, ABOLFAZLZECCHINA, RICCARDO -
Subdominant Dense Clusters Allow for Simple Learning and High Computational Performance in Neural Networks with Discrete Synapses / Baldassi, Carlo; Ingrosso, Alessandro; Lucibello, Carlo; Saglietti, Luca; Zecchina, Riccardo. - In: PHYSICAL REVIEW LETTERS. - ISSN 0031-9007. - ELETTRONICO. - 115:12(2015), p. 128101. [10.1103/PhysRevLett.115.128101] 1-gen-2015 BALDASSI, CARLOINGROSSO, ALESSANDROLUCIBELLO, CARLOSAGLIETTI, LUCAZECCHINA, RICCARDO 1509.05753v1.pdf
Fast and Accurate Multivariate Gaussian Modeling of Protein Families: Predicting Residue Contacts and Protein-Interaction Partners / Baldassi, Carlo; Zamparo, Marco; Feinauer, Christoph; Procaccini, A.; Zecchina, Riccardo; Weigt, R.; Pagnani, Andrea. - In: PLOS ONE. - ISSN 1932-6203. - ELETTRONICO. - 9:(2014), p. e92721. [10.1371/journal.pone.0092721] 1-gen-2014 BALDASSI, CARLOZAMPARO, MARCOFEINAUER, CHRISTOPHZECCHINA, RICCARDOPAGNANI, ANDREA + journal.pone.0092721.pdfGaussDCA-matlab.tgzGaussDCA-julia.tgz
Input-driven unsupervised learning in recurrent neural networks / Alemi Neissi, A.; Baldassi, Carlo; Brunel, N.; Zecchina, Riccardo. - ELETTRONICO. - (2014), pp. 191-191. (Intervento presentato al convegno Cosyne2014 tenutosi a Salt Lake City, Utah, USA nel 27 febbraio - 2 marzo 2014). 1-gen-2014 BALDASSI, CARLOZECCHINA, RICCARDO + Cosyne14_alemi_NB.pdf
Sharing information to reconstruct patient-specific pathways in heterogeneous diseases / Gitter, A.; Braunstein, Alfredo; Pagnani, Andrea; Baldassi, Carlo; Borgs, C.; Chayes, J.; Zecchina, Riccardo; Fraenkel, E.. - ELETTRONICO. - 19:(2014), pp. 39-50. (Intervento presentato al convegno Pacific Symposium on Biocomputing 2014 tenutosi a The Big Island of Hawaii nel 2-7 gennaio 2014). 1-gen-2014 BRAUNSTEIN, ALFREDOPAGNANI, ANDREABALDASSI, CARLOZECCHINA, RICCARDO + psb2014.pdf
Shape similarity, better than semantic membership, accounts for the structure of visual object representations in a population of monkey inferotemporal neurons / Baldassi, Carlo; Alemi Neissi, A.; Pagan, M.; Dicarlo, J.; Zecchina, Riccardo; Zoccolan, D.. - In: PLOS COMPUTATIONAL BIOLOGY. - ISSN 1553-7358. - ELETTRONICO. - 9:(2013), p. e1003167. [10.1371/journal.pcbi.1003167] 1-gen-2013 BALDASSI, CARLOZECCHINA, RICCARDO + journal.pcbi.1003167.pdf
Theory and learning protocols for the material tempotron model / Baldassi, Carlo; Braunstein, Alfredo; Zecchina, Riccardo. - In: JOURNAL OF STATISTICAL MECHANICS: THEORY AND EXPERIMENT. - ISSN 1742-5468. - ELETTRONICO. - 2013:(2013), p. P12013. [10.1088/1742-5468/2013/12/P12013] 1-gen-2013 BALDASSI, CARLOBRAUNSTEIN, ALFREDOZECCHINA, RICCARDO 1309.0393.pdf
Information theoretic and machine learning approaches to quantify non-linear visual feature interaction underlying visual object recognition / Alireza Alemi, Neissi; Baldassi, Carlo; Braunstein, Alfredo; Pagnani, Andrea; Zecchina, Riccardo; Davide, Zoccolan. - In: BMC NEUROSCIENCE. - ISSN 1471-2202. - 13:(2012), p. P2. (Intervento presentato al convegno CNS*12) [10.1186/1471-2202-13-S1-P2]. 1-gen-2012 BALDASSI, CARLOBRAUNSTEIN, ALFREDOPAGNANI, ANDREAZECCHINA, RICCARDO + -