Optimal Statistical Rates for Decentralised Non-Parametric Regression
with Linear Speed-Up

v1v2 (latest)

Optimal Statistical Rates for Decentralised Non-Parametric Regression with Linear Speed-Up

8 May 2019

Dominic Richards

Patrick Rebeschini

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Papers citing "Optimal Statistical Rates for Decentralised Non-Parametric Regression with Linear Speed-Up"

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Title
Beyond spectral gap (extended): The role of the topology in decentralized learning Thijs Vogels Hadrien Hendrikx Martin Jaggi 78 3 0 05 Jan 2023
Network Gradient Descent Algorithm for Decentralized Federated Learning Shuyuan Wu Danyang Huang Hansheng Wang FedML 74 11 0 06 May 2022
A General Framework for Analyzing Stochastic Dynamics in Learning Algorithms Chi-Ning Chou Juspreet Singh Sandhu Mien Brabeeba Wang Tiancheng Yu 64 4 0 11 Jun 2020
The Statistical Complexity of Early-Stopped Mirror Descent Tomas Vaskevicius Varun Kanade Patrick Rebeschini 86 23 0 01 Feb 2020
SlowMo: Improving Communication-Efficient Distributed SGD with Slow Momentum Jianyu Wang Vinayak Tantia Nicolas Ballas Michael G. Rabbat 97 201 0 01 Oct 2019