- 연사 : Sangwoo Park. Ph.D.
- 연사 소속 : King's College London
- Title: Towards Efficient, Reliable, and Robust AI for Wireless Communications via Meta-Learning
- Summary: Artificial Intelligence (AI) has shown remarkable success in vast fields including wireless communication systems.
However, practical limitations of AI in wireless communication systems have been generally disregarded, e.g., 1) insufficient training data/time, 2) overconfident decisions, and 3) vulnerability to outliers.
In this talk, by utilizing meta-learning, also known as learning to learn, efficient, reliable, and robust AI for wireless communication systems is introduced. From general concept of meta-learning to more advanced techniques,
including Bayesian meta-learning, Probably Approximately Correct (PAC) framework, and t-logarithm, will be addressed throughout this talk.
이번 세미나는 Webex로 진행 될 예정입니다.
- Webex 정보
- 미팅 링크 : https://dongguk.webex.com/dongguk/j.php?MTID=m3b42c4bcf9db3c4afc56b6056c6a6e98
- 비밀번호 : aixx