Fair Fares for Vehicle Sharing Systems [code]
Adam N. Elmachtoub and Hyemi Kim
Black-Box EM Algorithm for Estimating Latent States of High-Speed Vehicles.
Yoon-Yeong Kim, Hyemi Kim, WonSung Lee, Han-Lim Choi, Il-Chul Moon.
American Institute of Aeronautics and Astronautics.
Fair Fares for Vehicle Sharing Systems [code]
Adam N. Elmachtoub and Hyemi Kim.
The 8th ACM Conference on Fairness, Accountability, and Transparency (FAccT), 2025.
Counterfactual Fairness with Disentangled Causal Effect Variational Autoencoder. [code]
Hyemi Kim, Seungjae Shin, JoonHo Jang, Kyungwoo Song, Weonyoung Joo, Wanmo Kang, Il-Chul Moon.
Association for the Advancement of Artificial Intelligence 2021.
Seungjae Shin, Kyungwoo Song, Joonho Jang, Hyemi Kim, Weonyoung Joo, Il-Chul Moon.
Findings of Empirical Methods in Natural Language Processing (Findings of EMNLP) 2020.
Deep Generative Positive-Unlabeled Learning under Selection Bias.
ByeongHu Na, Hyemi Kim, Kyungwoo Song, Weonyoung Joo, Yoonyeong Kim, Il-Chul Moon.
Conference on Information and Knowledge Management (CIKM) 2020.
Improving Group-based Robustness and Calibration via Ordered Risk and Confidence Regularization.
Seungjae Shin, Byeonghu Na, HeeSun Bae, JoonHo Jang, Hyemi Kim, Kyungwoo Song, Youngjae Cho, Il-chul Moon.
ICML 2022: Workshop on Spurious Correlations, Invariance and Stability.