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Dive into the research topics where El Mahdi El Mhamdi is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Multi-backbone Ensembling for Performance Improvement in Federated Learning Setup
Gordienko, Y., Gordienko, N., El Mhamdi, E. M., Kochura, Y., Taran, V. & Stirenko, S., 1 Jan 2026, Distributed Computing and Artificial Intelligence, 22nd International Conference. Min-Allah, N., Alissa, K., Sitek, P., Sano, M., Rodríguez, S. & Nongaillard, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 129-138 10 p. (Lecture Notes in Networks and Systems; vol. 1598 LNNS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Some Questions Concerning the Robustness of Neuromorphic Neural Networks
Kupenko, O. P., Kuznietsova, N. V., Huskova, V. & El-Mhamdi, E. M., 1 Jan 2026, Studies in Systems, Decision and Control. Springer Science and Business Media Deutschland GmbH, p. 391-407 17 p. (Studies in Systems, Decision and Control; vol. 609).Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
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DATA TAGGANTS: DATASET OWNERSHIP VERIFICATION VIA HARMLESS TARGETED DATA POISONING
Bouaziz, W., Usunier, N. & El Mhamdi, E. M., 1 Jan 2025, 13th International Conference on Learning Representations, ICLR 2025. International Conference on Learning Representations, ICLR, p. 11313-11331 19 p. (13th International Conference on Learning Representations, ICLR 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Inverting Gradient Attacks Makes Powerful Data Poisoning
Bouaziz, W. W., Usunier, N. & El-Mhamdi, E. M., 1 Jan 2025, In: Transactions on Machine Learning Research. 2025-DecemberResearch output: Contribution to journal › Article › peer-review
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Position: Stop Treating ‘AGI’ as the North-star Goal of AI Research
Blili-Hamelin, B., Graziul, C., Hancox-Li, L., Hazan, H., El-Mhamdi, E. M., Ghosh, A., Heller, K., Metcalf, J., Murai, F., Salvaggio, E., Smart, A., Snider, T., Tighanimine, M., Ringer, T., Mitchell, M. & Dori-Hacohen, S., 1 Jan 2025, In: Proceedings of Machine Learning Research. 267, p. 81090-81117 28 p.Research output: Contribution to journal › Conference article › peer-review
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Targeted Data Poisoning for Black-Box Audio Datasets Ownership Verification
Bouaziz, W., El-Mhamdi, E. M. & Usunier, N., 1 Jan 2025, 2025 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2025 - Proceedings. Rao, B. D., Trancoso, I., Sharma, G. & Mehta, N. B. (eds.). Institute of Electrical and Electronics Engineers Inc., (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Incentivized Learning in Principal-Agent Bandit Games
Scheid, A., Tiapkin, D., Boursier, E., Capitaine, A., Moulines, E., Jordan, M. I., El-Mhamdi, E. M. & Durmus, A., 1 Jan 2024, In: Proceedings of Machine Learning Research. 235, p. 43608-43631 24 p.Research output: Contribution to journal › Conference article › peer-review
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Unravelling in Collaborative Learning
Capitaine, A., Boursier, E., Scheid, A., Moulines, E., Jordan, M. I., El-Mhamdi, E. M. & Durmus, A., 1 Jan 2024, In: Advances in Neural Information Processing Systems. 37Research output: Contribution to journal › Conference article › peer-review
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On the Strategyproofness of the Geometric Median
El-Mhamdi, E. M., Farhadkhani, S., Guerraoui, R. & Hoang, L. N., 1 Jan 2023, In: Proceedings of Machine Learning Research. 206, p. 2603-2640 38 p.Research output: Contribution to journal › Conference article › peer-review
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Genuinely distributed Byzantine machine learning
El-Mhamdi, E. M., Guerraoui, R., Guirguis, A., Hoang, L. N. & Rouault, S., 1 Aug 2022, In: Distributed Computing. 35, 4, p. 305-331 27 p.Research output: Contribution to journal › Article › peer-review
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