A Sequential Concept Drift Detection Method for On-Device Learning on Low-End Edge Devices. - Takeya Yamada; Hiroki Matsutani (CoRR, 2022)

A Lightweight Concept Drift Detection Method for On-Device Learning on Resource-Limited Edge Devices. - Takeya Yamada; Hiroki Matsutani (IPDPS Workshops, 2023)

A Sequential Approach to Detect Drifts and Retrain Neural Networks on Resource-Limited Edge Devices. - Kazuki Sunaga; Takeya Yamada; Hiroki Matsutani (IEICE Trans. Inf. Syst., 2024)