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Hyemi Kim
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Counterfactual fairness with disentangled causal effect variational autoencoder
H Kim, S Shin, JH Jang, K Song, W Joo, W Kang, IC Moon
Proceedings of the AAAI Conference on Artificial Intelligence 35 (9), 8128-8136, 2021
642021
Neutralizing gender bias in word embedding with latent disentanglement and counterfactual generation
S Shin, K Song, JH Jang, H Kim, W Joo, IC Moon
arXiv preprint arXiv:2004.03133, 2020
312020
Deep generative positive-unlabeled learning under selection bias
B Na, H Kim, K Song, W Joo, YY Kim, IC Moon
Proceedings of the 29th acm international conference on information …, 2020
252020
Black-box expectation–maximization algorithm for estimating latent states of high-speed vehicles
YY Kim, H Kim, WS Lee, HL Choi, IC Moon
Journal of Aerospace Information Systems 18 (4), 175-192, 2021
62021
Fair Fares for Vehicle Sharing Systems
AN Elmachtoub, H Kim
Available at SSRN, 2024
12024
Improving Group-based Robustness and Calibration via Ordered Risk and Confidence Regularization
S Shin, B Na, HS Bae, JH Jang, H Kim, K Song, Y Cho, IC Moon
ICML 2022: Workshop on Spurious Correlations, Invariance and Stability, 2022
12022
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