Chuanlong Xie

A nonparametric test for covariate-adjusted models

Jingxin Zhao, Chuanlong Xie · Statistics & Probability Letters · 2017 · 49 citations

Nonparametric Test, Business, Econometrics +3

Towards a Theoretical Framework of Out-of-Distribution Generalization

Haotian Ye, Chuanlong Xie, Tianle Cai et al. · arXiv (Cornell University) · 2021 · 41 citations · Full text

Engineering, Machine Learning, Data Science +16

A goodness-of-fit test for variable-adjusted models

Chuanlong Xie, Lixing Zhu · Computational Statistics & Data Analysis · 2019 · 26 citations

Statistics, Model Comparison, Variable-adjusted Models +1

MetaAugment: Sample-Aware Data Augmentation Policy Learning

Fengwei Zhou, Jiawei Li, Chuanlong Xie et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 19 citations · Full text

Artificial Intelligence, Few-shot Learning, Data Augmentation +14

Risk Variance Penalization: From Distributional Robustness to Causality.

Chuanlong Xie, Fei Chen, Yue Liu et al. · arXiv (Cornell University) · 2020 · 18 citations · Full text

Engineering, Machine Learning, Financial Risk Management +19