Machine Learning Workshop

Friday 8 Sept 2017, 14:00 → 20:00 Asia/Seoul

Lecture Room B104 (Mirae Hall, University of Seoul,)

Intae Yu (Sungkyunkwan University (KR)), Jason Lee (University of Seoul (KR))

Machine Learning @ UoS 

Please note the change of location to Mirae Hall, B104

This is the first Machine Learning Workshop at the University of Seoul. We aim to bring experts from machine learning and particle physics to discuss recent developments.

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14:00 → 19:00 Machine Learning

14:00 Introduction

14:10 Recent advances of machine learning

Speaker: Prof. Jong-June Jeon (University of Seoul, Dep. of Statistics)

overview.pdf

14:50 Machine Learning with Keras Tutorial

Speaker: Dr Ian James Watson (University of Seoul)

keras-talk.tgz

Keras-Tutorial-20170908.ipynb

keras.zip

15:20 Introduction to Singularity: Preparation of KISTI for Machine Learning Environment

Speaker: Dr Geonmo Ryu (Korea Institute of Science & Technology Information (KR))

[20170907] Machine Learning Workshop.pdf

[20170907] Machine Learning Workshop.pptx

15:40 Coffee Break

16:00 Supervising Deep Neural Networks in Search for Di-Higgs Production at the LHC

Speaker: Dr Wonsang Cho (SNU)

ML_workshop_UOS_wscho_v2.pdf

16:30 Deep Learning for boosted top quark tagging

Speaker: Prof. Suyong Choi (Korea University)

Boosted Top Quark Jet Tagging with Deep Learning-UoSworkshop.pdf

17:00 Discriminating quark/gluon jets with deep learning

Speaker: Seungjin Yang (University of Seoul)

ML Workshop.pdf

ML Workshop.pptx