Publications

Gabriele Tolomei, Edoardo Gabrielli, Dimitri Belli, Vittorio Miori (2023). A Byzantine-Resilient Aggregation Scheme for Federated Learning via Matrix Autoregression on Client Updates. CoRR.
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Gabriele Costa, Fabio Pinelli, Simone Soderi, Gabriele Tolomei (2022). Turning Federated Learning Systems Into Covert Channels. IEEE Access.
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Giovanni Trappolini, Valentino Maiorca, Silvio Severino, Emanuele Rodolà, Fabrizio Silvestri, Gabriele Tolomei (2022). Sparse Vicious Attacks on Graph Neural Networks. CoRR.
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Ziheng Chen, Fabrizio Silvestri, Jia Wang, He Zhu, Hongshik Ahn, Gabriele Tolomei (2022). ReLAX: Reinforcement Learning Agent Explainer for Arbitrary Predictive Models. Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022.
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Federico Siciliano, Maria Sofia Bucarelli, Gabriele Tolomei, Fabrizio Silvestri (2022). NEWRON: A New Generalization of the Artificial Neuron to Enhance the Interpretability of Neural Networks. International Joint Conference on Neural Networks, IJCNN 2022, Padua, Italy, July 18-23, 2022.
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Gabriele Tolomei, Lorenzo Takanen, Fabio Pinelli (2022). MUSTACHE: Multi-Step-Ahead Predictions for Cache Eviction. CoRR.
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Enrico Bassetti, Andrea Conti, Emanuele Panizzi, Gabriele Tolomei (2022). ISIDE: Proactively Assist University Students at Risk of Dropout. IEEE International Conference on Big Data, Big Data 2022, Osaka, Japan, December 17-20, 2022.
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Ziheng Chen, Fabrizio Silvestri, Jia Wang, Yongfeng Zhang, Zhenhua Huang, Hongshik Ahn, Gabriele Tolomei (2022). GREASE: Generate Factual and Counterfactual Explanations for GNN-based Recommendations. CoRR.
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Gabriele Tolomei, Fabio Pinelli, Fabrizio Silvestri (2022). Editorial: Human-Interpretable Machine Learning. Frontiers Big Data.
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Dimitri Belli, Paolo Barsocchi, Edoardo Gabrielli, Davide La Rosa, Vittorio Miori, Filippo Palumbo, Dario Russo, Gabriele Tolomei (2022). ChAALenge: An Ambient Assisted Living Project to Promote an Active and Health Ageing. Proceedings of the Italian Workshop on Artificial Intelligence for an Ageing Society 2022 co-located with 21st International Conference of the Italian Association for Artificial Intelligence (AIxIA 2022), Udine (UD), Italy, November 28th - December 2nd, 2022.
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