[4회차] 디지털 유니버스 콜로퀴움 안내: 10월 10일(목) 16:00, N4 Room 227
<4rd Digital Universe Colloquium>
-Title: Recent Trends of Federated Learning
- Speker: Yoon, Sung Whan (Host: Kim, Ue Hwan)
(Assistant Professor of the UNIST)
- Date/Time: October 10, 2024 (Thursday) 16:00–17:00
- Location: Building A(N4), Room 227
Below is an abstract of the talk:
In this talk, we study the recent trends of federated learning (FL), which draws
great attention as a key enabler for a data-secured distributed learning
framework. From the pioneering work of the baseline FL called FedAvg, many
researchers have dedicated themselves to pushing it forward to be a
high-performing, efficient, and reliable distributed learning framework by
overcoming various challenges, including fundamental theories, data
heterogeneity, data secrecy, etc. We briefly address the current interests of FL
in research society and introduce the recent works done by our research group.
Specifically, our group focuses on handling data heterogeneity issues and the
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