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Gabriele Tolomei

Debiasing Machine Unlearning with Counterfactual Examples

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Apr 24, 2024
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$ abla τ$: Gradient-based and Task-Agnostic machine Unlearning

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Mar 21, 2024
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Community Membership Hiding as Counterfactual Graph Search via Deep Reinforcement Learning

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Oct 13, 2023
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Prompt-to-OS (P2OS): Revolutionizing Operating Systems and Human-Computer Interaction with Integrated AI Generative Models

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Oct 07, 2023
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A Survey on Decentralized Federated Learning

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Aug 08, 2023
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The Dark Side of Explanations: Poisoning Recommender Systems with Counterfactual Examples

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Apr 30, 2023
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A Byzantine-Resilient Aggregation Scheme for Federated Learning via Matrix Autoregression on Client Updates

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Mar 29, 2023
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MUSTACHE: Multi-Step-Ahead Predictions for Cache Eviction

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Nov 03, 2022
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Sparse Vicious Attacks on Graph Neural Networks

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Sep 20, 2022
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GREASE: Generate Factual and Counterfactual Explanations for GNN-based Recommendations

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Aug 04, 2022
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