Optimal Rates for Nonparametric Density Estimation under Communication Constraints

Jayadev Acharya, Clément L. Canonne, Aditya Vikram Singh, Himanshu Tyagi. Optimal Rates for Nonparametric Density Estimation under Communication Constraints. 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 26754-26766, 2021. [doi]

Abstract

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