Seminar

BOARD

Probabilistic Graphical Models (Coursera)

Lecture Review

작성자

관리자

작성일

2020-03-12 10:43

조회

4165

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

전체 0

« Neural Networks (HL), Neural Networks for Machine Learning (GH), Deep Learning (NF)

Reinforcement Learning (UCL Course on RL) »

목록보기

전체 502

번호	제목	작성자	작성일	추천	조회
공지사항	Paper Reviews 2019 Q3 관리자 \| 2020.03.12 \| 추천 0 \| 조회 10380	관리자	2020.03.12	0	10380
공지사항	Paper Reviews 2019 Q2 관리자 \| 2020.03.12 \| 추천 0 \| 조회 8998	관리자	2020.03.12	0	8998
공지사항	Paper Reviews 2019 Q1 관리자 \| 2020.03.12 \| 추천 0 \| 조회 10099	관리자	2020.03.12	0	10099
499	[Paper Review]SLMREC: Distilling Large Language Models Into Small For Sequential Recommendation (1) Doyoon Kim \| 2025.05.01 \| 추천 0 \| 조회 35	Doyoon Kim	2025.05.01	0	35
498	[Paper Review] TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables (12) Sunghun Lim \| 2025.04.24 \| 추천 0 \| 조회 131	Sunghun Lim	2025.04.24	0	131
497	[Paper Review] Imputation-based Time-Series Anomaly Detection with Conditional Weight-Incremental Diffusion Models (13) Suyeon Shin \| 2025.04.21 \| 추천 0 \| 조회 121	Suyeon Shin	2025.04.21	0	121
496	[Paper Review] Revisiting Multimodal Fusion for 3D Anomaly Detection from an Architectural Perspective (14) Woongchan Nam \| 2025.04.16 \| 추천 0 \| 조회 161	Woongchan Nam	2025.04.16	0	161
495	[Paper Review] Your Large Vision-Language Model Only Needs A Few Attention Heads For Visual Grounding (16) Kiyoon Jeong \| 2025.04.16 \| 추천 0 \| 조회 301	Kiyoon Jeong	2025.04.16	0	301
494	[Paper Review] Reasoning over Time Series with LLMs (15) Hyeongwon Kang \| 2025.04.09 \| 추천 0 \| 조회 336	Hyeongwon Kang	2025.04.09	0	336
493	[Paper Review] Accurate predictions on small data with a tabular foundation model (16) Jaehyuk Heo \| 2025.04.02 \| 추천 0 \| 조회 329	Jaehyuk Heo	2025.04.02	0	329
492	[Paper Review] Reasoning and Reinforcement Learning for LLM (15) Jaehee Kim \| 2025.04.02 \| 추천 0 \| 조회 328	Jaehee Kim	2025.04.02	0	328
491	[Paper Review] LLM based Recommender Systems : EAGER-LLM (19) Jungho Lee \| 2025.04.02 \| 추천 0 \| 조회 277	Jungho Lee	2025.04.02	0	277
490	[Paper Review] Data-driven discovery of coordinates and governing equations (18) Hankyeol Kim \| 2025.03.25 \| 추천 0 \| 조회 254	Hankyeol Kim	2025.03.25	0	254

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 허재혁 : jaehyuk.heo@snu.ac.kr)
서울특별시 관악구 관악로 1 서울대학교 공과대학 39동 411호