IEEE

Incentive Mechanism Design for Cross-Device Federated Learning: A Reinforcement Auction Approach

Abstract: In the operational context of a cross-device federated learning (FL), the efficient allocation of resources, such as transmission powers, channels, and computation resources, significantly ...
Hosted on MSN

Group wants Manitoba to legislate universal learning assessments

A group of parents, educators and students are calling on the Manitoba government to legislate universal reading assessments. The education minister has announced changes requiring schools to ...
C&EN

Mussel-Inspired Universal Anti-Fogging Coating Based on Maleic Anhydride Copolymers with Customizable Structural Design for Functional Properties

The State Key Laboratory of Chemical Resource Engineering, College of Materials Science and Engineering, Beijing University of Chemical Technology, Beijing 100029, China ...
IEEE

Time-Efficient Ring-Topology Design for Decentralized Learning via Device-to-Device Communications

Abstract: Decentralized learning has emerged as an influential paradigm for facilitating collaborative learning without a central server. With the Device-to-Device (D2D) communication mechanism, the ...