Wen, Hongwei

6 publications

ICML 2025 An Augmentation-Aware Theory for Self-Supervised Contrastive Learning Jingyi Cui, Hongwei Wen, Yisen Wang
ICLR 2025 Optimal Learning of Kernel Logistic Regression for Complex Classification Scenarios Hongwei Wen, Annika Betken, Hanyuan Hang
ICLR 2024 Class Probability Matching with Calibrated Networks for Label Shift Adaption Hongwei Wen, Annika Betken, Hanyuan Hang
ICML 2022 Random Forest Density Estimation Hongwei Wen, Hanyuan Hang
JMLR 2021 Histogram Transform Ensembles for Large-Scale Regression Hanyuan Hang, Zhouchen Lin, Xiaoyu Liu, Hongwei Wen
ICML 2021 Leveraged Weighted Loss for Partial Label Learning Hongwei Wen, Jingyi Cui, Hanyuan Hang, Jiabin Liu, Yisen Wang, Zhouchen Lin