Published in NeurIPS 2025 (to appear), 2025
Recommended citation: Mahmoud Hegazy, Liviu Aolaritei, Aymeric Dieuleveut, and Michael I. Jordan. "Valid Selection among Conformal Sets." Advances in Neural Information Processing Systems (NeurIPS), 2025.
Published in arXiv preprint arXiv:2509.25444, 2025
Recommended citation: Vladimir Kondratyev, Alexander Fishkov, Nikita Kotelevskii, Mahmoud Hegazy, Remi Flamary, Maxim Panov, and Eric Moulines. "Neural Optimal Transport Meets Multivariate Conformal Prediction." arXiv preprint arXiv:2509.25444, 2025. https://arxiv.org/abs/2509.25444
Published in arXiv preprint arXiv:2507.17534, 2025
Recommended citation: Aymeric Dieuleveut, Gersende Fort, Mahmoud Hegazy, and Hoi-To Wai. "Federated Majorize-Minimization: Beyond Parameter Aggregation." arXiv preprint arXiv:2507.17534, 2025. https://arxiv.org/abs/2507.17534
Published in Under submission, 2025
Recommended citation: Mahmoud Hegazy, Michael I. Jordan, and Aymeric Dieuleveut. "Scalable Utility-Aware Multiclass Calibration." Under submission, 2025.
Published in International Conference on Artificial Intelligence and Statistics (AISTATS), 2024
Recommended citation: Mahmoud Hegazy, Remi Leluc, Cheuk Ting Li, and Aymeric Dieuleveut. "Compression with Exact Error Distribution for Federated Learning." Proceedings of the International Conference on Artificial Intelligence and Statistics (AISTATS), 2024. https://arxiv.org/abs/2310.20682
Published in 2022 IEEE Information Theory Workshop (ITW), 2022
Recommended citation: Mahmoud Hegazy and Cheuk Ting Li. "Randomized Quantization with Exact Error Distribution." 2022 IEEE Information Theory Workshop (ITW), pages 350-355, 2022.