Knockoffs-SPR: Clean Sample Selection in Learning with Noisy LabelsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 |
Scalable Penalized Regression for Noise Detection in Learning with Noisy
LabelsComputer Vision and Pattern Recognition (CVPR), 2022 |
How to trust unlabeled data? Instance Credibility Inference for Few-Shot
LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 |
Partial Consistency with Sparse Incidental ParametersStatistica sinica (SS), 2012 |