BriefGPT.xyz
Mar, 2022
具有位置感知神经元的联邦学习
Federated Learning with Position-Aware Neurons
HTML
PDF
Xin-Chun Li, Yi-Chu Xu, Shaoming Song, Bingshuai Li, Yinchuan Li...
TL;DR
本文提出了一种新的神经元类型——位置感知神经元(PANs),能在联合学习中使不同节点间的参数对齐,从而实现精准的参数平均,并且其算法具有普适性和易于实现的优点。
Abstract
federated learning
(FL) fuses collaborative models from
local nodes
without centralizing users' data. The permutation invariance property of
neur
→