Randomized Quantization with Exact Error Distribution. - Mahmoud Hegazy; Cheuk Ting Li (ITW, 2022)

Compression with Exact Error Distribution for Federated Learning. - Mahmoud Hegazy; Rémi Leluc; Cheuk Ting Li; Aymeric Dieuleveut (AISTATS, 2024)

Valid Selection among Conformal Sets. - Mahmoud Hegazy; Liviu Aolaritei; Michael I. Jordan; Aymeric Dieuleveut (CoRR, 2025)

Federated Majorize-Minimization: Beyond Parameter Aggregation. - Aymeric Dieuleveut; Gersende Fort; Mahmoud Hegazy; Hoi-To Wai (CoRR, 2025)