Contextual Multi-armed Bandits under Feature Uncertainty. - Se-Young Yun; Jun Hyun Nam; Sangwoo Mo; Jinwoo Shin (CoRR, 2017)

Learning from Failure: De-biasing Classifier from Biased Classifier. - Jun Hyun Nam; Hyuntak Cha; Sungsoo Ahn; Jaeho Lee 001; Jinwoo Shin (NeurIPS, 2020)

Learning from Failure: Training Debiased Classifier from Biased Classifier. - Jun Hyun Nam; Hyuntak Cha; Sungsoo Ahn; Jaeho Lee 001; Jinwoo Shin (CoRR, 2020)

Spread Spurious Attribute: Improving Worst-group Accuracy with Spurious Attribute Estimation. - Jun Hyun Nam; Jaehyung Kim 001; Jaeho Lee 001; Jinwoo Shin (ICLR, 2022)

Contextual Linear Bandits under Noisy Features: Towards Bayesian Oracles. - Jung-Hun Kim; Se-Young Yun; Minchan Jeong; Junhyun Nam; Jinwoo Shin; Richard Combes (AISTATS, 2023)

Breaking the Spurious Causality of Conditional Generation via Fairness Intervention with Corrective Sampling. - Junhyun Nam; Sangwoo Mo; Jaeho Lee 001; Jinwoo Shin (Trans. Mach. Learn. Res., 2023)