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Eugene Belilovsky
- Équipe: MLIA
Publications
- Adel Nabli, Louis Fournier, Pierre Erbacher, Louis Serrano, Eugene Belilovsky, et al.. ACCO: Accumulate While You Communicate for Communication-Overlapped Sharded LLM Training. The Thirty-ninth Annual Conference on Neural Information Processing Systems, Dec 2025, San diego (Californie), United States. ⟨hal-04592562v3⟩
- Stéphane Rivaud, Louis Fournier, Thomas Pumir, Eugene Belilovsky, Michael Eickenberg, et al.. PETRA: Parallel End-to-end Training with Reversible Architectures. The Thirteenth International Conference on Learning Representations, Apr 2025, Singapour, Singapore. ⟨hal-04594647v2⟩
- Louis Fournier, Adel Nabli, Masih Aminbeidokhti, Marco Pedersoli, Eugene Belilovsky, et al.. WASH: Train your Ensemble with Communication-Efficient Weight Shuffling, then Average. 2024. ⟨hal-04588075⟩
- Adel Nabli, Eugene Belilovsky, Edouard Oyallon. $\textbf{A}^2\textbf{CiD}^2$: Accelerating Asynchronous Communication in Decentralized Deep Learning. Thirty-seventh Conference on Neural Information Processing Systems, Dec 2023, New Orleans, United States. ⟨hal-04124318v2⟩
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Gwen Legate, Nicolas Bernier, Lucas Caccia, Edouard Oyallon, Eugene Belilovsky. Guiding The Last Layer in Federated Learning with Pre-Trained Models. Neurips, In press. ⟨hal-04262471⟩
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- Louis Fournier, Adeetya Patel, Michael Eickenberg, Edouard Oyallon, Eugene Belilovsky. Preventing Dimensional Collapse in Contrastive Local Learning with Subsampling. ICML 2023 Workshop on Localized Learning (LLW), Jul 2023, Honolulu (Hawaii), USA, United States. ⟨hal-04156218⟩
- Louis Fournier, Stéphane Rivaud, Eugene Belilovsky, Michael Eickenberg, Edouard Oyallon. Can Forward Gradient Match Backpropagation?. Fortieth International Conference on Machine Learning, Jul 2023, Honolulu (Hawaii), USA, United States. ⟨hal-04119829⟩
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Irene Tenison, Sai Aravind Sreeramadas, Vaikkunth Mugunthan, Edouard Oyallon, Eugene Belilovsky, et al.. Gradient Masked Averaging for Federated Learning. Transactions on Machine Learning Research Journal, 2022. ⟨hal-04262447⟩
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