Gabriele Tolomei
Sapienza Università di Roma
H-index: 20
Europe-Italy
Top articles of Gabriele Tolomei
Debiasing Machine Unlearning with Counterfactual Examples
arXiv preprint arXiv:2404.15760
2024/4/24
: Gradient-based and Task-Agnostic machine Unlearning
arXiv preprint arXiv:2403.14339
2024/3/21
Method and system for analyzing user behavior associated with web contents
2024/1/9
Community Membership Hiding as Counterfactual Graph Search via Deep Reinforcement Learning
arXiv preprint arXiv:2310.08909
2023/10/13
Fabrizio Silvestri
H-Index: 24
Gabriele Tolomei
H-Index: 12
Prompt-to-OS (P2OS): Revolutionizing Operating Systems and Human-Computer Interaction with Integrated AI Generative Models
arXiv preprint arXiv:2310.04875
2023/10/7
Sparse Vicious Attacks on Graph Neural Networks
IEEE Transactions on Artificial Intelligence
2023/9/26
Fabrizio Silvestri
H-Index: 24
Gabriele Tolomei
H-Index: 12
A Survey on Decentralized Federated Learning
arXiv preprint arXiv:2308.04604
2023/8/8
Giovanni Pica
H-Index: 12
Gabriele Tolomei
H-Index: 12
FLIRT: Federated Learning for Information Retrieval
2023/7/19
Gabriele Tolomei
H-Index: 12
The Dark Side of Explanations: Poisoning Recommender Systems with Counterfactual Examples
2023/7/19
Ziheng Chen
H-Index: 2
Fabrizio Silvestri
H-Index: 24
Jia Wang
H-Index: 7
Yongfeng Zhang
H-Index: 28
Gabriele Tolomei
H-Index: 12
A Byzantine-Resilient Aggregation Scheme for Federated Learning via Matrix Autoregression on Client Updates
arXiv preprint arXiv:2303.16668
2023/3/29
Gabriele Tolomei
H-Index: 12
ISIDE: Proactively Assist University Students at Risk of Dropout
2022/12/17
Turning Federated Learning Systems into Covert Channels
IEEE Access
2022/12/14
Gabriele Costa
H-Index: 5
Gabriele Tolomei
H-Index: 12
Explain the Explainer: Interpreting Model-Agnostic Counterfactual Explanations of a Deep Reinforcement Learning Agent
IEEE Transactions on Artificial Intelligence
2022/11/23
Ziheng Chen
H-Index: 2
Fabrizio Silvestri
H-Index: 24
Gabriele Tolomei
H-Index: 12
Jia Wang
H-Index: 7
He Zhu
H-Index: 7
Hongshik Ahn
H-Index: 13
MUSTACHE: Multi-Step-Ahead Predictions for Cache Eviction
arXiv preprint arXiv:2211.02177
2022/11/3
Gabriele Tolomei
H-Index: 12
ReLAX: Reinforcement Learning Agent Explainer for Arbitrary Predictive Models
2022/10/17
Ziheng Chen
H-Index: 2
Fabrizio Silvestri
H-Index: 24
Jia Wang
H-Index: 7
He Zhu
H-Index: 7
Hongshik Ahn
H-Index: 13
Gabriele Tolomei
H-Index: 12
GREASE: Generate Factual and Counterfactual Explanations for GNN-based Recommendations
arXiv preprint arXiv:2208.04222
2022/8/4
Newron: a new generalization of the artificial neuron to enhance the interpretability of neural networks
2022/7/18
Human-Interpretable Machine Learning
2022/6/20
Gabriele Tolomei
H-Index: 12
Fabrizio Silvestri
H-Index: 24
Cf-gnnexplainer: Counterfactual explanations for graph neural networks
2022/5/3
Ana Lucic
H-Index: 3
Gabriele Tolomei
H-Index: 12
Maarten De Rijke
H-Index: 47
Fabrizio Silvestri
H-Index: 24
ChAALenge: An Ambient Assisted Living Project to Promote an Active and Health Ageing
2022
Gabriele Tolomei
H-Index: 12
Co-Authors
