Search Results for author: Yu-Pin Hsu

Found 2 papers, 0 papers with code

Age Aware Scheduling for Differentially-Private Federated Learning

no code implementations9 May 2024 Kuan-Yu Lin, Hsuan-Yin Lin, Yu-Pin Hsu, Yu-Chih Huang

This paper explores differentially-private federated learning (FL) across time-varying databases, delving into a nuanced three-way tradeoff involving age, accuracy, and differential privacy (DP).

Federated Learning Scheduling

Iterative Collision Resolution for Slotted ALOHA with NOMA for Heterogeneous Devices

no code implementations9 Dec 2020 Yu-Chih Huang, Shin-Lin Shieh, Yu-Pin Hsu, Hao-Ping Cheng

In this paper, the problem of using uncoordinated multiple access (UMA) to serve a massive amount of heterogeneous users is investigated.

Information Theory Information Theory

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