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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