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 | 464 | 2020 |
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 | 85 | 2022 |
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 | 23 | 2017 |
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 | 7 | 2022 |
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 | 5 | 2023 |