Yingjie Wang

Sparse additive machine with ramp loss

Hong Chen, Changying Guo, Huijuan Xiong, 2020 .

Debiased magnitude-preserving ranking: Learning rate and bias characterization

Hong Chen, Yingjie Wang, Biqin Song, 2020 .

Multi-task Additive Models for Robust Estimation and Automatic Structure Discovery

Yingjie Wang, Feng Zheng, Chen Xu, 2020, NeurIPS.

Huber Additive Models for Non-stationary Time Series Analysis

Hong Chen, Fengxiang He, Yingjie Wang, 2022, ICLR.

Regularized modal regression with data-dependent hypothesis spaces

Hong Chen, Yingjie Wang, Biqin Song, 2019, Int. J. Wavelets Multiresolution Inf. Process..

Sparse additive machine with pinball loss

Tianjiao Yuan, Hong Chen, Yingjie Wang, 2021, Neurocomputing.

Sparse Modal Additive Model

Yingjie Wang, Feng Zheng, Heng Huang, 2020, IEEE Transactions on Neural Networks and Learning Systems.

Robust Variable Selection and Estimation Based on Kernel Modal Regression

Hong Chen, Yingjie Wang, Changying Guo, 2019, Entropy.

Tilted Sparse Additive Models

Hong Chen, Fengxiang He, Yingjie Wang, 2023, ICML.