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.
News
🌟 DACON Ranker Special Lecture: Winning Strategies for AI Competitions 🌟
2023.11.30
3nd POSTECH&Peking SIAM Student Chapter Joint Conference
2023.11.01
2023 PSSC Summer Camp
2023.10.04
[POSTECH(포항공과대학교) 수리 데이터과학 연구소 연구계약직 공고]-상시모집
2023.07.25
[POSTECH(포항공과대학교) 수리 데이터과학 연구소 연구계약직 공고]
2023.07.14
[POSTECH(포항공과대학교) 수리 데이터과학 연구소 연구교수 채용 공고]
2023.06.12
Seminar | Joint seminar for probability and mathematical biology
2023.05.02
[POSTECH(포항공과대학교) 수리 데이터과학 연구소 연구계약직 공고]
2023.02.15
Upcoming Events
Schedule
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. |
POSTECH SIAM Student Chapter
🌟 DACON Ranker Special Lecture: Winning Strategies for AI Competitions 🌟
2023 POSTECH & Peking SIAM Student Chapter Joint Conference
2023 PSSC Summer Camp
2022 PSSC Summer Camp
2022 POSTECH & Peking SIAM Student Chapter Joint Conference
MINDS-MoNET-ISE Workshop
Information, Network & Topological Data Analysis
2021 POSTECH MINDS WORKSHOP
Recent Progress in Data Science and Applications
- Nov. 19(Fri) ~ Nov. 20(Sat) 2021 (1 Night 2 Days)
- Workshop homepage
Fall 2021 Seminar Series
MINDS Seminar Series on Data Science, Machine Learning, and Scientific Computing
Every Tuesdays 05:00 PM
ILJU POSTECH MINDS Workshop on TDA and ML
July 6 ~ July 9
Registration is required (please register here)