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

Unlearning regularization for Boltzmann machines

2024 - MACHINE LEARNING: SCIENCE AND TECHNOLOGY

Ventura, Enrico; Cocco, Simona; Monasson, RÃ©mi; Zamponi, Francesco

Identifying chaotic dynamics in noisy time series through multimodal deep neural networks

2024 - MACHINE LEARNING: SCIENCE AND TECHNOLOGY

Giuseppi, Alessandro; Menegatti, Danilo; Pietrabissa, Antonio

Configurable calorimeter simulation for AI applications

2023 - MACHINE LEARNING: SCIENCE AND TECHNOLOGY

Charkin-Gorbulin, A.; Cranmer, K.; Di Bello, F. A.; Dreyer, E.; Ganguly, S.; Gross, E.; Heinrich, L.; Kado, M.; Kakati, N.; Rieck, P.; Santi, L.; Tusoni, M.

Artificial neural networks exploiting point cloud data for fragmented solid objects classification

2023 - MACHINE LEARNING: SCIENCE AND TECHNOLOGY

Baiocchi, A.; Giagu, S.; Napoli, C.; Serra, M.; Nardelli, P.; Valleriani, M.

Machine-learning-assisted Monte Carlo fails at sampling computationally hard problems

2023 - MACHINE LEARNING: SCIENCE AND TECHNOLOGY

Ciarella, Simone; Trinquier, Jeanne; Weigt, Martin; Zamponi, Francesco

Fast neural network inference on FPGAs for triggering on long-lived particles at colliders

2023 - MACHINE LEARNING: SCIENCE AND TECHNOLOGY

Coccaro, Andrea; Armando Di Bello, Francesco; Giagu, Stefano; Rambelli, Lucrezia; Stocchetti, Nicola