Topological signal processing over cell complexes S Sardellitti, S Barbarossa, L Testa 2021 55th Asilomar Conference on Signals, Systems, and Computers, 1558-1562, 2021 | 36 | 2021 |
Generalized simplicial attention neural networks C Battiloro, L Testa, L Giusti, S Sardellitti, P Di Lorenzo, S Barbarossa arXiv preprint arXiv:2309.02138, 2023 | 29* | 2023 |
Cell attention networks L Giusti, C Battiloro, L Testa, P Di Lorenzo, S Sardellitti, S Barbarossa 2023 International Joint Conference on Neural Networks (IJCNN), 1-8, 2023 | 26 | 2023 |
Handwriting Declines with Human Aging: A Machine Learning Study F Asci, S Scardapane, A Zampogna, V D’Onofrio, L Testa, M Patera, ... Frontiers in Aging Neuroscience 14, 889930, 2022 | 7 | 2022 |
ICML 2023 topological deep learning challenge: design and results M Papillon, M Hajij, A Myers, F Frantzen, G Zamzmi, H Jenne, J Mathe, ... Topological, Algebraic and Geometric Learning Workshops 2023, 3-8, 2023 | 4 | 2023 |
Stability of Graph Convolutional Neural Networks through the lens of small perturbation analysis L Testa, C Battiloro, S Sardellitti, S Barbarossa ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 2 | 2024 |
Robust Filter Design for Graph Signals L Testa, S Sardellitti, S Barbarossa arXiv preprint arXiv:2403.16983, 2024 | | 2024 |