Lorenzo Giambagli

15 papers A* 1Journal 13Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Deterministic versus stochastic dynamical classifiers: opposing random adversarial attacks with noise. Mach. Learn. Sci. Technol. Lorenzo Chicchi, Duccio Fanelli, Diego Febbe, Lorenzo Buffoni, Francesca Di Patti, Lorenzo Giambagli, Raffaele Marino
2025	J	`jnl`	Learning in Wilson-Cowan Model for Metapopulation. Neural Comput. Raffaele Marino, Lorenzo Buffoni, Lorenzo Chicchi, Francesca Di Patti, Diego Febbe, Lorenzo Giambagli, Duccio Fanelli
2025	J	`jnl`	Spectral Architecture Search for Neural Networks. CoRR Gianluca Peri, Lorenzo Giambagli, Lorenzo Chicchi, Duccio Fanelli
2024	J	`jnl`	Automatic Input Feature Relevance via Spectral Neural Networks. CoRR Lorenzo Chicchi, Lorenzo Buffoni, Diego Febbe, Lorenzo Giambagli, Raffaele Marino, Duccio Fanelli
2024	J	`jnl`	Deterministic versus stochastic dynamical classifiers: opposing random adversarial attacks with noise. CoRR Lorenzo Chicchi, Duccio Fanelli, Diego Febbe, Lorenzo Buffoni, Francesca Di Patti, Lorenzo Giambagli, Raffaele Marino
2024	—	`conf`	Kernel Shape Renormalization In Bayesian Shallow Networks: a Gaussian Process Perspective. COMPENG Rosalba Pacelli, Lorenzo Giambagli, Paolo Baglioni
2024	J	`jnl`	Learning in Wilson-Cowan model for metapopulation. CoRR Raffaele Marino, Lorenzo Buffoni, Lorenzo Chicchi, Francesca Di Patti, Diego Febbe, Lorenzo Giambagli, Duccio Fanelli
2024	J	`jnl`	Stable attractors for neural networks classification via ordinary differential equations (SA-nODE). Mach. Learn. Sci. Technol. Raffaele Marino, Lorenzo Buffoni, Lorenzo Chicchi, Lorenzo Giambagli, Duccio Fanelli
2023	J	`jnl`	A Bridge between Dynamical Systems and Machine Learning: Engineered Ordinary Differential Equations as Classification Algorithm (EODECA). CoRR Raffaele Marino, Lorenzo Giambagli, Lorenzo Chicchi, Lorenzo Buffoni, Duccio Fanelli
2023	J	`jnl`	Complex Recurrent Spectral Network. CoRR Lorenzo Chicchi, Lorenzo Giambagli, Lorenzo Buffoni, Raffaele Marino, Duccio Fanelli
2023	A*	`conf`	How a Student becomes a Teacher: learning and forgetting through Spectral methods. NeurIPS Lorenzo Giambagli, Lorenzo Buffoni, Lorenzo Chicchi, Duccio Fanelli
2023	J	`jnl`	How a student becomes a teacher: learning and forgetting through Spectral methods. CoRR Lorenzo Giambagli, Lorenzo Buffoni, Lorenzo Chicchi, Duccio Fanelli
2022	J	`jnl`	Recurrent Spectral Network (RSN): shaping the basin of attraction of a discrete map to reach automated classification. CoRR Lorenzo Chicchi, Duccio Fanelli, Lorenzo Giambagli, Lorenzo Buffoni, Timoteo Carletti
2021	J	`jnl`	On the training of sparse and dense deep neural networks: less parameters, same performance. CoRR Lorenzo Chicchi, Lorenzo Giambagli, Lorenzo Buffoni, Timoteo Carletti, Marco Ciavarella, Duccio Fanelli
2020	J	`jnl`	Machine learning in spectral domain. CoRR Lorenzo Giambagli, Lorenzo Buffoni, Timoteo Carletti, Walter Nocentini, Duccio Fanelli