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Junhyun Nam
Junhyun Nam
Verifierad e-postadress på kaist.ac.kr
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Learning from failure: De-biasing classifier from biased classifier
J Nam, H Cha, S Ahn, J Lee, J Shin
Advances in Neural Information Processing Systems 33, 20673-20684, 2020
3752020
Spread spurious attribute: Improving worst-group accuracy with spurious attribute estimation
J Nam, J Kim, J Lee, J Shin
arXiv preprint arXiv:2204.02070, 2022
592022
Contextual multi-armed bandits under feature uncertainty
S Yun, JH Nam, S Mo, J Shin
Los Alamos National Lab.(LANL), Los Alamos, NM (United States), 2017
192017
Breaking the spurious causality of conditional generation via fairness intervention with corrective sampling
J Nam, S Mo, J Lee, J Shin
arXiv preprint arXiv:2212.02090, 2022
52022
Contextual linear bandits under noisy features: Towards bayesian oracles
J Kim, SY Yun, M Jeong, J Nam, J Shin, R Combes
International Conference on Artificial Intelligence and Statistics, 1624-1645, 2023
32023
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Artiklar 1–5