Host: The Japanese Society for Artificial Intelligence
Name : The 36th Annual Conference of the Japanese Society for Artificial Intelligence
Number : 36
Location : [in Japanese]
Date : June 14, 2022 - June 17, 2022
We propose a gradient-based communication network optimization algorithm for fully decentralized learning. Our algorithm traces the gradients of network edge weights throughout the training in a fully decentralized manner. We applied the proposed algorithm to convergence acceleration and evaluated its performance by simulation experiments.