Search Results - Allouah, Youssef

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  1. 1
    Further results on latent discourse models and word embeddings

    Further results on latent discourse models and word embeddings by Khalife, Sammy, Gonçalves, Douglas S, Allouah, Youssef, Liberti, Leo

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  2. 2
    Robustness, Efficiency, or Privacy: Pick Two in Machine Learning

    Robustness, Efficiency, or Privacy: Pick Two in Machine Learning by Youssef Allouah, Guerraoui, Rachid, Stephan, John

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  3. 3
    The Utility and Complexity of In- and Out-of-Distribution Machine Unlearning

    The Utility and Complexity of In- and Out-of-Distribution Machine Unlearning by Youssef Allouah, Kazdan, Joshua, Guerraoui, Rachid, Koyejo, Sanmi

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  4. 4
    Robust Sparse Voting

    Robust Sparse Voting by Youssef Allouah, Guerraoui, Rachid, Lê-Nguyên Hoang, Villemaud, Oscar

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  5. 5
    Robust Distributed Learning: Tight Error Bounds and Breakdown Point under Data Heterogeneity

    Robust Distributed Learning: Tight Error Bounds and Breakdown Point under Data Heterogeneity by Youssef Allouah, Guerraoui, Rachid, Gupta, Nirupam, Pinot, Rafaël, Rizk, Geovani

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  6. 6
    On the Privacy-Robustness-Utility Trilemma in Distributed Learning

    On the Privacy-Robustness-Utility Trilemma in Distributed Learning by Youssef Allouah, Guerraoui, Rachid, Gupta, Nirupam, Pinot, Rafael, Stephan, John

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  7. 7
    The Vital Role of Gradient Clipping in Byzantine-Resilient Distributed Learning

    The Vital Role of Gradient Clipping in Byzantine-Resilient Distributed Learning by Youssef Allouah, Guerraoui, Rachid, Gupta, Nirupam, Jellouli, Ahmed, Rizk, Geovani, Stephan, John

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  8. 8
    Fine-Tuning Personalization in Federated Learning to Mitigate Adversarial Clients

    Fine-Tuning Personalization in Federated Learning to Mitigate Adversarial Clients by Youssef Allouah, Abdellah El Mrini, Guerraoui, Rachid, Gupta, Nirupam, Pinot, Rafael

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  9. 9
    Byzantine-Robust Federated Learning: Impact of Client Subsampling and Local Updates

    Byzantine-Robust Federated Learning: Impact of Client Subsampling and Local Updates by Youssef Allouah, Farhadkhani, Sadegh, GuerraouI, Rachid, Gupta, Nirupam, Pinot, Rafael, Rizk, Geovani, Voitovych, Sasha

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  10. 10
    The Privacy Power of Correlated Noise in Decentralized Learning

    The Privacy Power of Correlated Noise in Decentralized Learning by Youssef Allouah, Koloskova, Anastasia, Aymane El Firdoussi, Jaggi, Martin, Guerraoui, Rachid

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  11. 11
    Revisiting Ensembling in One-Shot Federated Learning

    Revisiting Ensembling in One-Shot Federated Learning by Youssef Allouah, Dhasade, Akash, Guerraoui, Rachid, Gupta, Nirupam, Kermarrec, Anne-Marie, Pinot, Rafael, Pires, Rafael, Sharma, Rishi

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  12. 12
    Fixing by Mixing: A Recipe for Optimal Byzantine ML under Heterogeneity

    Fixing by Mixing: A Recipe for Optimal Byzantine ML under Heterogeneity by Youssef Allouah, Farhadkhani, Sadegh, Guerraoui, Rachid, Gupta, Nirupam, Pinot, Rafael, Stephan, John

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