Matteo Negri

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Enrico M. MalatestaAssistant Professor, Bocconi UniversityVerified email at unibocconi.it
Carlo LucibelloAssistant Professor, Bocconi UniversityVerified email at unibocconi.it
Riccardo Zecchinaprofessor, theoretical physics, Bocconi UniversityVerified email at unibocconi.it
Carlo BaldassiBocconi University; ELLIS scholarVerified email at unibocconi.it
Federico Ricci-TersenghiProfessor of Theoretical Physics, "La Sapienza" University, RomaVerified email at roma1.infn.it
Guido TianaUniversity of MilanoVerified email at unimi.it
Daniele Ancora, Ph.D.Microscopy Facility - EMBL RomeVerified email at embl.it
Luca LeuzziInstitute of Nanotechnology, CNR-NANOTEC c/o Department of Physics, Sapienza University of RomeVerified email at cnr.it
Marco GherardiUniversità degli Studi di MilanoVerified email at mi.infn.it
Marco Cosentino LagomarsinoIFOM and University of MilanVerified email at ifom.eu
Christoph FeinauerIsomorphic LabsVerified email at isomorphiclabs.com

Matteo Negri

Senior Post-doc / Junior assistant professor, Università di Roma Sapienza

Verified email at uniroma1.it - Homepage

Neural Networks Disordered Systems Biophysics


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Wide flat minima and optimal generalization in classifying high-dimensional Gaussian mixtures C Baldassi, EM Malatesta, M Negri, R Zecchina Journal of Statistical Mechanics: Theory and Experiment 2020 (12), 124012, 2020	14	2020
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	11*	2023
Spontaneous domain formation in disordered copolymers as a mechanism for chromosome structuring M Negri, M Gherardi, G Tiana, MC Lagomarsino Soft matter 14 (29), 6128-6136, 2018	6	2018
Daydreaming Hopfield Networks and their surprising effectiveness on correlated data L Serricchio, D Bocchi, C Chilin, R Marino, M Negri, C Cammarota, ... arXiv preprint arXiv:2405.08777, 2024	5	2024
Native state of natural proteins optimizes local entropy M Negri, G Tiana, R Zecchina Physical Review E 104 (6), 064117, 2021	5	2021
Random Features Hopfield Networks generalize retrieval to previously unseen examples S Kalaj, C Lauditi, G Perugini, C Lucibello, EM Malatesta, M Negri arXiv preprint arXiv:2407.05658, 2024	3	2024
Low-power multimode-fiber projector outperforms shallow-neural-network classifiers D Ancora, M Negri, A Gianfrate, D Trypogeorgos, L Dominici, D Sanvitto, ... Physical Review Applied 21 (6), 064027, 2024	3*	2024
Natural representation of composite data with replicated autoencoders M Negri, D Bergamini, C Baldassi, R Zecchina, C Feinauer arXiv preprint arXiv:1909.13327, 2019	2	2019
Memorization to Generalization: The Emergence of Diffusion Models from Associative Memory B Pham, G Raya, M Negri, MJ Zaki, L Ambrogioni, D Krotov NeurIPS 2024 Workshop on Scientific Methods for Understanding Deep Learning, 2024		2024
Self-attention as an attractor network: transient memories without backpropagation F D’Amico, M Negri 2024 IEEE Workshop on Complexity in Engineering (COMPENG), 1-6, 2024		2024

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