Pubblicazioni

Towards parsimonious generative modeling of RNA families

2024 - NUCLEIC ACIDS RESEARCH
Calvanese, Francesco; N Lambert, Camille; Nghe, Philippe; Zamponi, Francesco; Weigt, Martin

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

Unlearning regularization for Boltzmann machines

2024 - MACHINE LEARNING: SCIENCE AND TECHNOLOGY
Ventura, Enrico; Cocco, Simona; Monasson, Rémi; Zamponi, Francesco

Semantic Communications Based on Adaptive Generative Models and Information Bottleneck

2023 - IEEE COMMUNICATIONS MAGAZINE
Barbarossa, Sergio; Comminiello, Danilo; Grassucci, Eleonora; Pezone, Francesco; Sardellitti, Stefania; Di Lorenzo, Paolo

Learning Rotation-Agnostic Representations via Group Equivariant VAEs

2023 - The First Tiny Papers Track at ICLR 2023
Shokry, Ahmedeo; Norelli, Antonio

A quaternion-valued variational autoencoder

2021 - ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
Grassucci, E.; Comminiello, D.; Uncini, A.

A reduction for efficient LDA topic reconstruction

2018 - Advances in Neural Information Processing Systems 31 (NIPS 2018)
Almanza, M; Chierichetti, F; Panconesi, A; Vattani, A

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