Crowd AI – Distributed Learning, Aggregation, and Privacy
群體人工智慧之分散式學習、資料融合及隱私性研究

National Tsing Hua University Prof. Yao-Win Peter Hong

計劃主持人:國立清華大學 電機工程學系洪樂文教授

群體人工智慧是透過群眾學習、為群眾服務、且能將結果即時付予群眾的人工智慧技術。本子計畫旨在為僅具有限計算和通訊能力的邊緣裝置開發分散式學習和具隱私性的技術,並提出有效的通訊架構以支應其資料傳輸需求。

Crowd AI refers to AI technology that enables learning through the crowd, operating for the crowd, and delivering to the crowd. This project develops distributed learning, data aggregation, and privacy-preserving techniques for edge users with limited computational and communication resources, and also proposes efficient communication architectures to support future AI traffic.