Pubblicazioni

Phase transitions in the mini-batch size for sparse and dense two-layer neural networks

2024 - MACHINE LEARNING: SCIENCE AND TECHNOLOGY
Marino, Raffaele; Ricci-Tersenghi, Federico

About the de Almeida–Thouless line in neural networks

2024 - PHYSICA. A
Albanese, Linda; Alessandrelli, Andrea; Barra, Adriano; Annibale, Alessia

Validation of the quality analysis of medical artificial intelligence (QAMAI) tool. A new tool to assess the quality of health information provided by AI platforms

2024 - EUROPEAN ARCHIVES OF OTO-RHINO-LARYNGOLOGY
Vaira, Luigi Angelo; Lechien, Jerome R.; Abbate, Vincenzo; Allevi, Fabiana; Audino, Giovanni; Beltramini, Giada Anna; Bergonzani, Michela; Boscolo-Rizzo, Paolo; Califano, Gianluigi; Cammaroto, Giovanni; Chiesa-Estomba, Carlos M.; Committeri, Umberto; Crimi, Salvatore; Curran, Nicholas R.; di Bello, Francesco; di Stadio, Arianna; Frosolini, Andrea; Gabriele, Guido; Gengler, Isabelle M.; Lonardi, Fabio; Maglitto, Fabio; Mayo-Yáñez, Miguel; Petrocelli, Marzia; Pucci, Resi; Saibene, Alberto Maria; Saponaro, Gianmarco; Tel, Alessandro; Trabalzini, Franco; Trecca, Eleonora M. C.; Vellone, Valentino; Salzano, Giovanni; De Riu, Giacomo

Neural activity in quarks language. Lattice field theory for a network of real neurons

2024 - ENTROPY
Bardella, Giampiero; Franchini, Simone; Pan, Liming; Balzan, Riccardo; Ramawat, Surabhi; Brunamonti, Emiliano; Pani, Pierpaolo; Ferraina, Stefano

Low-power multimode-fiber projector outperforms shallow-neural-network classifiers

2024 - PHYSICAL REVIEW APPLIED
Ancora, Daniele; Negri, Matteo; Gianfrate, Antonio; Trypogeorgos, Dimitris; Dominici, Lorenzo; Sanvitto, Daniele; Ricci-Tersenghi, Federico; Leuzzi, Luca

AI will not give us precision medicine

2024 - ANNALI DELL'ISTITUTO SUPERIORE DI SANITÀ
Farina, Lorenzo

Hybrid models for direct normal irradiance forecasting: a case study of Ghardaia zone (Algeria)

2024 - NATURAL HAZARDS
Ladjal, B.; Tibermacine, I. E.; Bechouat, M.; Sedraoui, M.; Napoli, C.; Rabehi, A.; Lalmi, D.

A quantitative functional central limit theorem for shallow neural networks

2024 - MODERN STOCHASTICS: THEORY AND APPLICATIONS
Cammarota, V.; Marinucci, D.; Salvi, M.; Vigogna, S.

Improving the explainability of autoencoder factors for commodities through forecast-based Shapley values

2024 - SCIENTIFIC REPORTS
Cerqueti, Roy; Iovanella, Antonio; Mattera, Raffaele; Storani, Saverio

Have You Poisoned My Data? Defending Neural Networks Against Data Poisoning

2024 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
De Gaspari, F.; Hitaj, D.; Mancini, L. V.

Safe Reach Set Computation via Neural Barrier Certificates

2024 - Proceedings of the 8th IFAC Conference on Analysis and Design of Hybrid Systems ADHS 2024
Abate, Alessandro; Bogomolov, Sergiy; Edwards, Alec; Potomkin, Kostiantyn; Soudjani, Sadegh; Zuliani, Paolo

Transparent Explainable Logic Layers

2024 - ECAI 2024 - 27th European Conference on Artificial Intelligence, 19–24 October 2024, Santiago de Compostela, Spain – Including 13th Conference on Prestigious Applications of Intelligent Systems (PAIS 2024)
Ragno, Alessio; Plantevit, Marc; Robardet, Celine; Capobianco, Roberto

Towards crop traits estimation from hyperspectral data: evaluation of neural network models trained with real multi-site data or synthetic RTM simulations

2024 - Proceedings of the 19th Conference on Computer Science and Intelligence Systems (FedCSIS)
Parigi, Lorenzo; Candiani, Gabriele; Gallo, Ignazio; Toscano, Piero; Boschetti, Mirco

Loads-based optimal fuel-usage strategy by using a neural-network-based reduced-order model for vertical sloshing

2024 - AEROSPACE SCIENCE AND TECHNOLOGY
Nerattini, A.; Pizzoli, M.; Martinez-Carrascal, J.; Saltari, F.; Gonzalez-Gutierrez, L. M.; Mastroddi, F.

© Università degli Studi di Roma "La Sapienza" - Piazzale Aldo Moro 5, 00185 Roma