Prashant Khanduri, Pranay Sharma, Haibo Yang, Mingyi Hong, Jia Liu 0002, Ketan Rajawat, Pramod K. Varshney. STEM: A Stochastic Two-Sided Momentum Algorithm Achieving Near-Optimal Sample and Communication Complexities for Federated Learning. In Marc'Aurelio Ranzato, Alina Beygelzimer, Yann N. Dauphin, Percy Liang, Jennifer Wortman Vaughan, editors, Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual. pages 6050-6061, 2021. [doi]
Abstract is missing.