2nd deep neural network workshop

Friday 7 Sept 2018, 10:00 → 20:40 Asia/Seoul

Univ. of Seoul, Science and Technology Bldg (과학기술관) Room 112

Intae Yu (Sungkyunkwan University (KR)), Jason Lee (University of Seoul (KR)), Su Yong Choi (Korea University (KR))

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Workshop photos are available now.

10:00 → 12:00 Deep learning: Lecture and Tutorial

10:00 Deep learning basics

Speaker: Junghwan Goh (Hanyang University (KR))

DeepLearningIntro.pptx

10:50 Deep learning tutorial

Speaker: Ian James Watson (University of Seoul)

20180907-mltute-iwatson.pdf

12:00 → 13:00 Lunch break

13:00 → 15:30 Deep learning: Deep learning tutorial and applications

13:00 Tutorial part 2

Speaker: Ian James Watson (University of Seoul)

13:40 Analyzing ROOT tree with Keras

Speaker: Jae Hoon Lim (Korea University (KR))

20180907_JaeHoonLim_DNNWorkshop.pdf

14:00 Deep learning for quark/gluon discrimination

Speaker: Seungjin Yang (University of Seoul, Department of Physics (KR))

HEP-DNN-Workshop-2018_SeungjinYANG.pdf

14:30 Deep learning for FCNC search

Speaker: Jiwon Park (Hanyang University)

dl_workshop.pdf

15:00 Generative methods for creating realistic backgrounds

Speaker: Su Yong Choi (Korea University (KR))

Mimicking HEP data.pptx

15:30 → 16:00 Coffee break

16:00 → 18:30 Deep learning: Deep learning applications

16:00 Multiple Quantile estimation by deep neural network

Speaker: Prof. Jongjune Jeon

quantiles_in_deep_learning.pdf

16:30 Machine learning in large scale cosmic data

Speaker: Dr Sung Wook Hong (U. of Seoul)

17:00 Machine learning in Heavy Ion Physics

Speaker: Prof. MinJung Kweon (Inha University)

Sep062018_ML_MinJungKweon.pdf

17:30 Binary vs Multiclass Classifiers using Deep Neural Networks in search for Higgs boson pair production at the LHC

Speaker: Dr Wonsang Cho (Seoul Nat'l Univ.)

18:30 → 20:30 Dinner