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Welcome to ITML!

Information Theory and Machine Learning Lab. The ITML focuses on (i) understanding the fundamental principles of machine learning by using mathematical tools such as information theory and (ii) applying them to various fields, including communication, vision and language. About us (in Korean). Postdoctoral researcher, research professor, Ph.D. and MS positions available. We are looking for postdoctoral researchers with a track record in machine learning or information theory. From the Noun Project.

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Welcome to ITML! | itl.kaist.ac.kr Reviews

https://itl.kaist.ac.kr

Information Theory and Machine Learning Lab. The ITML focuses on (i) understanding the fundamental principles of machine learning by using mathematical tools such as information theory and (ii) applying them to various fields, including communication, vision and language. About us (in Korean). Postdoctoral researcher, research professor, Ph.D. and MS positions available. We are looking for postdoctoral researchers with a track record in machine learning or information theory. From the Noun Project.

INTERNAL PAGES

itl.kaist.ac.kr itl.kaist.ac.kr
1

Information Theory & Machine Learning Lab

http://itl.kaist.ac.kr/index.htm

The Information Theory and Machine Learning Lab is directed by professor Sae-Young Chung. Our research is focused on applying mathematical tools such as information theory to machine learning problems to study how intelligence can emerge from simple building blocks and to build more intelligent systems. Postdoctoral researcher, research professor, Ph.D., MS positions available. 정보이론, 기계학습, 딥러닝 및 다양한 응용 분야 석박사 학생, 박사 후 연구원 모집합니다. 관심 있는 분은 메일. 학부생 연구 (개별연구, URP 또는 졸업연구) 에 관심있는 학생은 메일.

2

Information Theory & Machine Learning Lab

http://itl.kaist.ac.kr/courses.htm

EE488 Deep Learning and AlphaGo (Fall 2016). EE405 Electronics Design Lab (Spring 2016). EE405 Electronics Design Lab (Spring 2015). EE201 Circuit Theory (Fall 2014). EE405 Electronics Design Lab (Spring 2014). EE326 Introduction to Information Theory and Coding (Fall 2013). EE405 Electronics Design Lab (Spring 2013). EE326 Introduction to Information Theory and Coding (Fall 2012). EE405 Electronics Design Lab (Spring 2012). EE505 Electronics Design Lab (Spring 2012). EE202 Signals and Systems (Fall 2011).

3

Information Theory & Machine Learning Lab

http://itl.kaist.ac.kr/publication.htm

J44] Wonseok Jeon and Sae-Young Chung,. Capacity of continuous-space electromagnetic channels with lossy transceiver. Submitted to IEEE transactions on Information Theory. J43] Kyung Su Kim and Sae-Young Chung,. Greedy subspace pursuit for joint sparse recovery. Submitted to IEEE transactions on Information Theory. J42] Tang Liu, Daniela Tuninetti, and Sae-Young Chung,. On the dof region of the two-user interference channel with an instantaneous relay. Submitted to IEEE transactions on Information Theory.

4

Information Theory & Machine Learning Lab

http://itl.kaist.ac.kr/intro.htm

정보이론 및 기계학습 연구실 소개. 우리 랩에서는 평소 근본적인 원리가 궁금하여 끝까지 알려고 파고드는 학생들, 수학 및 물리에 관심이 많고 펀더맨털한 이론을 공학에 적용하여 세상에 없던 것을 만들어 보고자 하는 학생들을 환영합니다. Information Theory and Machine Learning Lab, School of EE, KAIST. 291 Daehak-ro, Yuseong-gu, Daejeon, South Korea, 34141. Tel: 82-42-350-5481, 82-42-350-8081.

5

Information Theory & Machine Learning Lab

http://itl.kaist.ac.kr/people.htm

E-mail: schung at kaist.ac.kr (sychung at ee.kaist.ac.kr - old). E-mail : wonsjeon at kaist.ac.kr. Kyung Su Kim (김경수). E-mail : kyungsukim at kaist.ac.kr. Jin Hak Kim (김진학). E-mail: jinhakkim at kaist.ac.kr. E-mail: si choi at kaist.ac.kr. E-mail : balhae92 at kaist.ac.kr. Na Rae Ryu (류나래). E-mail: nrryu at kaist.ac.kr. E-mail: jm.yoon at kaist.ac.kr. E-mail: jihye lee at kaist.ac.kr. E-mail: hwehee chung at kaist.ac.kr. Byeol Yi Han (한별이). E-mail: byeolyihan at kaist.ac.kr. Tang Liu (2013. 8.). Informat...

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Welcome to ITML!

Information Theory and Machine Learning Lab. The ITML focuses on (i) understanding the fundamental principles of machine learning by using mathematical tools such as information theory and (ii) applying them to various fields, including communication, vision and language. About us (in Korean). Postdoctoral researcher, research professor, Ph.D. and MS positions available. We are looking for postdoctoral researchers with a track record in machine learning or information theory. From the Noun Project.

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