Gabriele Tolomei
Sapienza Università di Roma
H-index: 20
Europe-Italy
Top articles of Gabriele Tolomei
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Debiasing Machine Unlearning with Counterfactual Examples | arXiv preprint arXiv:2404.15760 | Ziheng Chen Jia Wang Jun Zhuang Abbavaram Gowtham Reddy Fabrizio Silvestri | 2024/4/24 |
: Gradient-based and Task-Agnostic machine Unlearning | arXiv preprint arXiv:2403.14339 | Daniel Trippa Cesare Campagnano Maria Sofia Bucarelli Gabriele Tolomei Fabrizio Silvestri | 2024/3/21 |
Method and system for analyzing user behavior associated with web contents | 2024/1/9 | ||
The Dark Side of Explanations: Poisoning Recommender Systems with Counterfactual Examples | Ziheng Chen Fabrizio Silvestri Jia Wang Yongfeng Zhang Gabriele Tolomei | 2023/7/19 | |
Community Membership Hiding as Counterfactual Graph Search via Deep Reinforcement Learning | arXiv preprint arXiv:2310.08909 | Andrea Bernini Fabrizio Silvestri Gabriele Tolomei | 2023/10/13 |
A Byzantine-Resilient Aggregation Scheme for Federated Learning via Matrix Autoregression on Client Updates | arXiv preprint arXiv:2303.16668 | Gabriele Tolomei Edoardo Gabrielli Dimitri Belli Vittorio Miori | 2023/3/29 |
Prompt-to-OS (P2OS): Revolutionizing Operating Systems and Human-Computer Interaction with Integrated AI Generative Models | arXiv preprint arXiv:2310.04875 | Gabriele Tolomei Cesare Campagnano Fabrizio Silvestri Giovanni Trappolini | 2023/10/7 |
Sparse Vicious Attacks on Graph Neural Networks | IEEE Transactions on Artificial Intelligence | Giovanni Trappolini Valentino Maiorca Silvio Severino Emanuele Rodola Fabrizio Silvestri | 2023/9/26 |
A Survey on Decentralized Federated Learning | arXiv preprint arXiv:2308.04604 | Edoardo Gabrielli Giovanni Pica Gabriele Tolomei | 2023/8/8 |
FLIRT: Federated Learning for Information Retrieval | Fabio Pinelli Gabriele Tolomei Giovanni Trappolini | 2023/7/19 | |
Cf-gnnexplainer: Counterfactual explanations for graph neural networks | Ana Lucic Maartje A Ter Hoeve Gabriele Tolomei Maarten De Rijke Fabrizio Silvestri | 2022/5/3 | |
MUSTACHE: Multi-Step-Ahead Predictions for Cache Eviction | arXiv preprint arXiv:2211.02177 | Gabriele Tolomei Lorenzo Takanen Fabio Pinelli | 2022/11/3 |
ChAALenge: An Ambient Assisted Living Project to Promote an Active and Health Ageing | Paolo Barsocchi Dimitri Belli Edoardo Gabrielli Davide La Rosa Vittorio Miori | 2022 | |
ReLAX: Reinforcement Learning Agent Explainer for Arbitrary Predictive Models | Ziheng Chen Fabrizio Silvestri Jia Wang He Zhu Hongshik Ahn | 2022/10/17 | |
GREASE: Generate Factual and Counterfactual Explanations for GNN-based Recommendations | arXiv preprint arXiv:2208.04222 | Ziheng Chen Fabrizio Silvestri Jia Wang Yongfeng Zhang Zhenhua Huang | 2022/8/4 |
ISIDE: Proactively Assist University Students at Risk of Dropout | Enrico Bassetti Andrea Conti Emanuele Panizzi Gabriele Tolomei | 2022/12/17 | |
Newron: a new generalization of the artificial neuron to enhance the interpretability of neural networks | Federico Siciliano Maria Sofia Bucarelli Gabriele Tolomei Fabrizio Silvestri | 2022/7/18 | |
Turning Federated Learning Systems into Covert Channels | IEEE Access | Gabriele Costa Fabio Pinelli Simone Soderi Gabriele Tolomei | 2022/12/14 |
Human-Interpretable Machine Learning | Gabriele Tolomei Fabio Pinelli Fabrizio Silvestri | 2022/6/20 | |
Explain the Explainer: Interpreting Model-Agnostic Counterfactual Explanations of a Deep Reinforcement Learning Agent | IEEE Transactions on Artificial Intelligence | Ziheng Chen Fabrizio Silvestri Gabriele Tolomei Jia Wang He Zhu | 2022/11/23 |
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