Yi Shen

Loss Functions for Binary Class Probability Estimation and Classification: Structure and Applications

A. Buja, W. Stuetzle, Yi Shen, 2005 .

Loss functions for binary classification and class probability estimation

Yi Shen, Yi Shen, 2005 .

Degrees of Boosting – A Study of Loss Functions for Classification and Class Probability Estimation

Andreas Buja, Werner Stuetzle, A. Buja, .

Computationally Efficient High-Dimensional Bayesian Optimization via Variable Selection pdf

Carl Kingsford, Yihang Shen, Yi Shen, 2021, ArXiv.

Learning Image-Text Embeddings with Instance Loss

Yi Shen, Liang Zheng, Zhedong Zheng, 2021 .

Derivatives and residual distribution of regularized M-estimators with application to adaptive tuning

Pierre C Bellec, Yiwei Shen, Yi Shen, 2021, COLT.