Hi, I am a research intern at KIXLAB (KAIST Interaction Lab), working with Prof. Juho Kim.
I received my bachelor’s degree in the school of EE (with a minor in the school of Computing) from KAIST in 2017 and my master’s degree in the school of EE from KAIST in 2019, working with Prof. Sae-Young Chung.
About
Research Interests
My research goal is to build reliable systems through collaboration between humans and AI. To this end, I am studying machine learning and human-computer interaction. In particular, my research focus is on
(1) supervised learning with limited labels
(2) causal inference to understand black-box properties of deep learning
(3) analysis on user behavior towards imperfect, opaque systems.
(1) supervised learning with limited labels
(2) causal inference to understand black-box properties of deep learning
(3) analysis on user behavior towards imperfect, opaque systems.
Publications
Robust training with ensemble consensus
Jisoo Lee and Sae-Young Chung
in International Conference on Learning Representations (ICLR), Addis Ababa, Ethiopia, Apr. 2020.
* this is an extended version of my MS thesis.
Jisoo Lee and Sae-Young Chung
in International Conference on Learning Representations (ICLR), Addis Ababa, Ethiopia, Apr. 2020.
* this is an extended version of my MS thesis.
Teaching
2017.3 ~ 2017.6 : Undergraduate Teaching Assistant, CS101 Introduction to Programming, KAIST
2018.9 ~ 2018.12 : Teaching Assistant, EE807 Deep Reinforcement Learning and AlphaGo, KAIST (won the outstanding TA award)
2019.3 ~ 2019.6 : Teaching Assistant, EE485 Philosophical issues in AI, KAIST
2018.9 ~ 2018.12 : Teaching Assistant, EE807 Deep Reinforcement Learning and AlphaGo, KAIST (won the outstanding TA award)
2019.3 ~ 2019.6 : Teaching Assistant, EE485 Philosophical issues in AI, KAIST
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