Rodio, A. (2026) “A Unified Convergence Analysis for Semi-Decentralized Learning: Sampled-to-Sampled vs. Sampled-to-All Communication”, Proceedings of the AAAI Conference on Artificial Intelligence, 40(30), pp. 25151–25159. doi: 10.1609/aaai.v40i30.39705.