Federated learning aggregation: New robust algorithms with guarantees AB Mansour, G Carenini, A Duplessis, D Naccache 2022 21st IEEE International Conference on Machine Learning and Applications …, 2022 | 23 | 2022 |
Interpretable machine learning for finding intermediate-mass black holes M Pasquato, P Trevisan, A Askar, P Lemos, G Carenini, M Mapelli, ... The Astrophysical Journal, 2023 | 5 | 2023 |
Large language models behave (almost) as rational speech actors: Insights from metaphor understanding G Carenini, L Bodot, L Bischetti, W Schaeken, V Bambini NeurIPS 2023 workshop: Information-Theoretic Principles in Cognitive Systems, 2023 | 4 | 2023 |
Quantum Automating TC0-Frege is LWE-Hard N Arteche, G Carenini, M Gray CCC 2024, 2024 | 2* | 2024 |
FedControl: When Control Theory Meets Federated Learning AB Mansour, G Carenini, A Duplessis, D Naccache ICML 2022 New in ML Workshop (3rd Best Paper), 2022 | 2 | 2022 |
Towards a better Rational Speech Act framework for context-aware modeling of metaphor understanding G Carenini, L Bischetti, W Schaeken, V Bambini ICML 2023 First Workshop on Theory of Mind in Communicating Agents, 2023 | 1 | 2023 |
Sparse logistic regression for rr lyrae versus binaries classification P Trevisan, M Pasquato, G Carenini, N Mekhaël, VF Braga, G Bono, ... The Astrophysical Journal 950 (2), 103, 2023 | 1 | 2023 |
Property Testing in Bounded Degree Hypergraphs H Aaronson, G Carenini, A Chanda arXiv preprint arXiv:2502.18382, 2025 | | 2025 |
Variable Star Light Curves in Koopman Space YH Nicolas Mekhaël, Mario Pasquato, Gaia Carenini, Vittorio F. Braga, Piero ... ICML 2024 AI4Science Workshop (Spotlight), 2024 | | 2024 |