The analysis of data stored in multiple sites has become more popular, raising new concerns about the security of data storage and communication. Federated learning, which does not require centralizing data, is a common approach to preventing heavy data transportation, securing valued data, and protecting personal information protection. Therefore, determining how to aggregate the information obtained from the analysis of data in separate local sites has become an important statistical issue. The commonly used averaging methods may not be suitable due to data non-homogeneity and incomparable results among individual sites, and applying them may result in the loss of information obtained from the individual analyses. Using a sequential method in federated learning with distributed computing can facilitate the integration and accelerate the analysis process. We develop a data-driven method for efficiently and effectively aggregating valued information by analyzing local data without encountering potential issues such as information security and heavy...
教務處教學發展中心辦理111-2學期之學生課業輔導與諮詢服務,協助解決學生課業學習困難,提升學生學習成效,相關說明如下: 一、依本校「教務處學生課業輔導與諮詢實施要點」辦理。 二、實施日期:112年3月20日至112年6月9日止,每周一至周五 18:00-21:00。 三、課輔科目:全校性基礎科目,如:微積分、工程數學、普通物理、普通化學、程式設計、統計學…等。 四、課輔地點:光復校區軍訓室二樓6023課輔教室I。 詳細資訊(班表及地點等)請至教務處教學發展中心網頁查詢,網址:https://reurl.cc/eXdVWR。 聯絡洽詢:教務處教學發展中心陳小姐(分機50202轉20 / Email: rebecca@gs.ncku.edu.tw)...
[轉知學校活動] 2023南區就業博覽會3/9~12在成大光復校區與您有約。 光電業、半導體業、製造業、電子電機、電腦、軟體、通訊相關產業、金融業及其他產業(營造、教育、百貨、國營事業等...