Importance-Aware Feature Sparsification for Wireless Split Learning

Bumjun Kim, Yoon Huh, Wan Choi

Wireless split learning (SL) reduces on-device computation by offloading upper layers to a server, yet transmitting high-dimensional intermediate features at each iteration remains…