2 papers
cs.LG2025
Dynamic Participation in Federated Learning: Benchmarks and a Knowledge Pool Plugin
Ming-Lun Lee, Fu-Shiang Yang, Cheng-Kuan Lin +3
Federated learning (FL) enables clients to collaboratively train a shared model in a distributed manner, setting it apart from traditional deep learning paradigms. However, most ex…
cs.LG2025
Semi-Self Representation Learning for Crowdsourced WiFi Trajectories
Yu-Lin Kuo, Yu-Chee Tseng, Ting-Hui Chiang +1
WiFi fingerprint-based localization has been studied intensively. Point-based solutions rely on position annotations of WiFi fingerprints. Trajectory-based solutions, however, requ…