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cs.LG2023
REAL: A Representative Error-Driven Approach for Active Learning
Cheng Chen, Yong Wang, Lizi Liao +2
Given a limited labeling budget, active learning (AL) aims to sample the most informative instances from an unlabeled pool to acquire labels for subsequent model training. To achie…
cs.LG2021★ 1 cited
CCSL: A Causal Structure Learning Method from Multiple Unknown Environments
Wei Chen, Yunjin Wu, Ruichu Cai +2
Most existing causal structure learning methods assume data collected from one environment and independent and identically distributed (i.i.d.). In some cases, data are collected f…