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Gabriele Tolomei

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$\nabla τ$: Gradient-based and Task-Agnostic machine Unlearning

Mar 21, 2024
Daniel Trippa, Cesare Campagnano, Maria Sofia Bucarelli, Gabriele Tolomei, Fabrizio Silvestri

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Community Membership Hiding as Counterfactual Graph Search via Deep Reinforcement Learning

Oct 13, 2023
Andrea Bernini, Fabrizio Silvestri, Gabriele Tolomei

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Prompt-to-OS (P2OS): Revolutionizing Operating Systems and Human-Computer Interaction with Integrated AI Generative Models

Oct 07, 2023
Gabriele Tolomei, Cesare Campagnano, Fabrizio Silvestri, Giovanni Trappolini

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A Survey on Decentralized Federated Learning

Aug 08, 2023
Edoardo Gabrielli, Giovanni Pica, Gabriele Tolomei

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The Dark Side of Explanations: Poisoning Recommender Systems with Counterfactual Examples

Apr 30, 2023
Ziheng Chen, Fabrizio Silvestri, Jia Wang, Yongfeng Zhang, Gabriele Tolomei

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A Byzantine-Resilient Aggregation Scheme for Federated Learning via Matrix Autoregression on Client Updates

Mar 29, 2023
Gabriele Tolomei, Edoardo Gabrielli, Dimitri Belli, Vittorio Miori

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MUSTACHE: Multi-Step-Ahead Predictions for Cache Eviction

Nov 03, 2022
Gabriele Tolomei, Lorenzo Takanen, Fabio Pinelli

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Sparse Vicious Attacks on Graph Neural Networks

Sep 20, 2022
Giovanni Trappolini, Valentino Maiorca, Silvio Severino, Emanuele Rodolà, Fabrizio Silvestri, Gabriele Tolomei

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GREASE: Generate Factual and Counterfactual Explanations for GNN-based Recommendations

Aug 04, 2022
Ziheng Chen, Fabrizio Silvestri, Jia Wang, Yongfeng Zhang, Zhenhua Huang, Hongshik Ahn, Gabriele Tolomei

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ReLACE: Reinforcement Learning Agent for Counterfactual Explanations of Arbitrary Predictive Models

Oct 22, 2021
Ziheng Chen, Fabrizio Silvestri, Gabriele Tolomei, He Zhu, Jia Wang, Hongshik Ahn

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