H. Wen BSc | People Pages: Find employees & contact details

I started my Ph.D. in September 2021 under the supervision of Dr. Annika Betken and Prof. Dr. Wouter Koolen. Before that, I got my B.S. degree in applied mathematics at Nankai University, China, and studied applied statistics as a postgraduate at the Renmin University of China. My research topic is on developing machine learning algorithms and establishing statistical learning theory for transfer learning and domain adaptation problems.

Organisations

Published

H. Wen and H. Hang, Random Forest Density Estimation, In Proceedings of the 39th International Conference on Machine Learning, PMLR 162:23701-23722, 2022. [final]

H. Wen, J. Cui, H. Hang, J. Liu, Y. Wang, and Z. Lin, Leveraged Weighted Loss for Partial Label Learning, In Proceedings of the 38th International Conference on Machine Learning, PMLR 139:11091-11100, 2021 (Long Talk, Acceptance Rate 3%). [final]

H. Hang, Z. Lin, X. Liu, and H. Wen, Histogram Transform Ensembles for Large-scale Regression, Journal of Machine Learning Research, 22(95):1-87, 2021. [final]

Publications

2024

Class Probability Matching with Calibrated Networks for Label Shift Adaptation (2024)In 12th International Conference on Learning Representations. Betken, A., Wen, H. & Hang, H.https://openreview.net/forum?id=mliQ2huFrZ

2022

Random Forest Density Estimation (2022)In Proceedings of the 39th International Conference on Machine Learning (pp. 23701-23722) (Proceedings of Machine Learning Research; Vol. 162). Wen, H. & Hang, H.https://proceedings.mlr.press/v162/wen22c/wen22c.pdf

2021

Leveraged Weighted Loss for Partial Label Learning (2021)In Proceedings of the 38th International Conference on Machine Learning, ICML 2021 (pp. 11091-11100) (Proceedings of Machine Learning Research (PMLR); Vol. 139). MLResearchPress. Wen, H., Cui, J., Hang, H., Liu, J., Wang, Y. & Lin, Z.http://proceedings.mlr.press/v139/wen21a.htmlHistogram Transform Ensembles for Large-scale Regression (2021)Journal of machine learning research, 22. Hang, H., Lin, Z., Liu, X. & Wen, H.https://jmlr.org/papers/v22/19-1004.html

Research profiles

Courses academic year 2024/2025

Courses in the current academic year are added at the moment they are finalised in the Osiris system. Therefore it is possible that the list is not yet complete for the whole academic year.

Courses academic year 2023/2024

Address

University of Twente

Zilverling (building no. 11), room 2086
Hallenweg 19
7522 NH Enschede
Netherlands

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