Welcome to MINDS!

Established in 2020, POSTECH Mathematical Institute for Data Science (MINDS) is the community of researchers in the areas of fundamental data science, machine learning, artificial intelligence, scientific computing, and humanitarian data science. MINDS mission is to provide a platform for collaboration among researchers and to provide various opportunities for students in data science. MINDS also aims to use our data science research to serve our local and global communities pursuing humanitarian data science.

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MINDS SEMINAR

MINDS Seminar Series | U-Jin Choi (KAIST) - Kolmogorov-Arnold Networks, by M. Liu et al.

MINDS SEMINAR
period : 2024-06-17 ~ 2024-06-17
time : 15:30:00 ~ 17:00:00
개최 장소 : Math Bldg 404 & Online streaming (Zoom)
Topic : Kolmogorov-Arnold Networks, by M. Liu et al.
개요
Date 2024-06-17 ~ 2024-06-17 Time 15:30:00 ~ 17:00:00
Speaker U-Jin Choi Affiliation KAIST
Place Math Bldg 404 & Online streaming (Zoom) Streaming link ID : 688 896 1076 / PW : 54321
Topic Kolmogorov-Arnold Networks, by M. Liu et al.
Contents 1956년 발표 된, compact domain에 정의된 임의의 다변수 연속함수에 대한 Kolmogorov-Arnold Representation Theorem을 기반으로 기존의 MLP Framework위에 Kolmogorov-Arnold Networks(KAN)을 도입하여, KAN이 MLP에 비교하여 Accuracy 와 Interpretability면에서 획기적인 향상을 보여준 연구이다. 특히 수학과 물리 등 Science분야에서 Breakthrough가 기대 되는 사례를 심층토의합니다.
MinDS MinDS · 2024-06-11 08:46 · Views 23

POSTECH SIAM Student Chapter

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