Seminar

BOARD

Probabilistic Graphical Models (Coursera)

Lecture Review

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관리자

작성일

2020-03-12 10:43

조회

5277

Study 기간: 2016. 05. ~ 2016. 08.

참여 인원: 지도교수 강필성, 박사과정 김준홍, 김창엽, 통합과정 김형석, 박민식, 석사과정 김보섭, 김해동, 류나현, 조수현, 서덕성, 박재선, 이기창, 모경현

일시	Chapter	발표자	발표자료
2016-05-27	1. Introduction and Overview (week 1) Bayesian Network Fundamentals (week1)	김보섭	발표자료
2016-06-03	2. Template Models (week1)	조수현	발표자료
2016-06-10	3. Structured CPDS (week2)	류나현	발표자료
2016-06-29	4. Markov Network Fundamentals (week2)	류나현	발표자료
2016-07-05	5. Representation Wrapup : Knowledge Engineering (week 3) Inference : Variable Elmination (week 3)	박민식	발표자료
2016-07-12	6. Inference : Belief Propagation, Part 1 (week 3) Inference : Belief Propagation, Part 2 (week 4)	김형석	발표자료
2016-07-26	7. Inference : MAP Estimation, Part 1 (week 4) Inference : MAP Estimation, Part 2 (week 5)	박재선	발표자료
2016-08-02	8. Inference : Sampling Methods (week 5) Inference : Temporal Models and Wrap-up (week 6)	서덕성	발표자료
2016-08-10	9. Decision Theory (week 6) ML-class Revision (week 6)	김준홍	발표자료
2016-08-17	10. Learning: Overview (week 6) Learning : Parameter Estimation in BNs (week 7) Learning : Parameter Estimation in MNs (week 7)	김해동	발표자료
2016-08-24	11. Structure Learning (week 8)	조수현	발표자료
2016-09-05	12. Learning With Incomplete Data (week 9)	김보섭	발표자료

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공지사항	Paper Reviews 2019 Q1 관리자 \| 2020.03.12 \| 추천 0 \| 조회 14497	관리자	2020.03.12	0	14497
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547	[Paper Review] Vision-based and Multimodal Approaches for Time Series Analysis (8) Hyeongwon Kang \| 2026.02.10 \| 추천 0 \| 조회 296	Hyeongwon Kang	2026.02.10	0	296
546	[Paper Review] Introduction to Neural Operator (10) Hankyeol Kim \| 2026.02.03 \| 추천 0 \| 조회 363	Hankyeol Kim	2026.02.03	0	363
545	[Paper Review] Enhancing Time Series Forecasting through Selective Representation Spaces: A Patch Perspective (12) Sieon Park \| 2026.01.29 \| 추천 0 \| 조회 426	Sieon Park	2026.01.29	0	426
544	[Paper Review] ELFS: Label-Free Coreset Selection with Proxy Training Dynamics (12) Subeen Cha \| 2026.01.28 \| 추천 0 \| 조회 300	Subeen Cha	2026.01.28	0	300
543	[Paper Review] Model Merging for Continual Learning (11) Hun Im \| 2026.01.24 \| 추천 0 \| 조회 304	Hun Im	2026.01.24	0	304
542	[Paper Review] Selective Learning for Deep Time Series Forecasting (13) Jinwoo Park \| 2026.01.24 \| 추천 0 \| 조회 421	Jinwoo Park	2026.01.24	0	421

Data Science & Business Analytics Lab.
Department of Industrial Engineering, College of Engineering,
Seoul National University

Contact Us

강필성 교수 (pilsung_kang@snu.ac.kr)
서울특별시 관악구 관악로 1 서울대학교 공과대학 39동 301호
대학원 연구실 (총무 김재희: jaehee_kim@snu.ac.kr)
서울특별시 관악구 관악로 1 서울대학교 공과대학 39동 411호