Seminars
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Seminars
- FIELD
- AI and Natural Sciences
- DATE
-
Feb 28 (Wed), 2024
- TIME
- 14:00 ~ 16:00
- PLACE
- 7323
- SPEAKER
- Ernest Ryu
- HOST
- Yoon, Sangwoong
- INSTITUTE
- 서울대학교
- TITLE
- In Deep Learning, What Should Mathematical Theory Look Like?
- ABSTRACT
- The intersection of deep learning and applied mathematics is an emerging area of research replete with exciting questions. However, there is a tension between the empiricism of deep learning and the rigor of mathematics, and formulating good research problems involves finding a delicate balance. In this talk, I will share my thoughts on how mathematical (rigorous) theory can be used in deep learning to obtain practically and theoretically impactful findings. Specifically, I will present my thoughts on some research archetypes that I have found to be fruitful.
- FILE
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