Yunhyeok Kwak

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 6

Top Topics

Graphical Models

Computationally Expensive

Conditional Independence

Continuous Variables

Top Venues

Publications

Inwoo Hwang, Yunhyeok Kwak, Suhyung Choi, Byoung-Tak Zhang, Sanghack Lee
Fine-Grained Causal Dynamics Learning with Quantization for Improving Robustness in Reinforcement Learning. CoRR (2024)
Inwoo Hwang, Yunhyeok Kwak, Yeon-Ji Song, Byoung-Tak Zhang, Sanghack Lee
On Discovery of Local Independence over Continuous Variables via Neural Contextual Decomposition. CoRR (2024)
Yunhyeok Kwak, Inwoo Hwang, Dooyoung Kim, Sanghack Lee, Byoung-Tak Zhang
Efficient Monte Carlo Tree Search via On-the-Fly State-Conditioned Action Abstraction. CoRR (2024)
Inwoo Hwang, Yunhyeok Kwak, Yeon-Ji Song, Byoung-Tak Zhang, Sanghack Lee
On Discovery of Local Independence over Continuous Variables via Neural Contextual Decomposition. CLeaR (2023)
Inwoo Hwang, Sangjun Lee, Yunhyeok Kwak, Seong Joon Oh, Damien Teney, Jin-Hwa Kim, Byoung-Tak Zhang
SelecMix: Debiased Learning by Contradicting-pair Sampling. CoRR (2022)
Inwoo Hwang, Sangjun Lee, Yunhyeok Kwak, Seong Joon Oh, Damien Teney, Jin-Hwa Kim, Byoung-Tak Zhang
SelecMix: Debiased Learning by Contradicting-pair Sampling. NeurIPS (2022)