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Home/Authors/Amirfarhad Farhadi

Amirfarhad Farhadi

1 indexed paper

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Publications per year

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26

Top categories

ML×1AI×1Crypto×1Performance×1

Frequent co-authors

Ali Mahdavi1×
Azadeh Zamanifar1×
Omid Kashefi1×

Research Timeline

2026
Causal Unlearning in Collaborative Optimization: Exact and Approximate Influence Reversal under Adversarial Contributions

The paper introduces HF-KCU, an efficient and robust method for performing causal unlearning in federated learning by approximating influence reversal, achieving significant speedups while maintaining high accuracy and privacy.

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Papers

cs.LGcs.AIcs.CRRecentMay 19, 2026

Causal Unlearning in Collaborative Optimization: Exact and Approximate Influence Reversal under Adversarial Contributions

Ali Mahdavi, Azadeh Zamanifar, Amirfarhad Farhadi, Omid Kashefi

The paper introduces HF-KCU, an efficient and robust method for performing causal unlearning in federated learning by approximating influence reversal, achieving significant speedups while maintaining…

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