Zhengze Zhou

According to our database, Zhengze Zhou authored at least 8 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Approximation trees: statistical reproducibility in model distillation.

Yichen Zhou, Zhengze Zhou, Giles Hooker

Data Min. Knowl. Discov., September, 2024

2022

Examining spatial heterogeneity of ridesourcing demand determinants with explainable machine learning.

Xiaojian Zhang, Xiang Yan, Zhengze Zhou, Yiming Xu, Xilei Zhao

CoRR, 2022

2021

Unbiased Measurement of Feature Importance in Tree-Based Methods.

Zhengze Zhou, Giles Hooker

ACM Trans. Knowl. Discov. Data, 2021

V-statistics and Variance Estimation.

Zhengze Zhou, Lucas Mentch, Giles Hooker

J. Mach. Learn. Res., 2021

S-LIME: Stabilized-LIME for Model Explanation.

Zhengze Zhou, Giles Hooker, Fei Wang

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

2019

Asymptotic Normality and Variance Estimation For Supervised Ensembles.

Zhengze Zhou, Lucas Mentch, Giles Hooker

CoRR, 2019

Distilling Black-Box Travel Mode Choice Model for Behavioral Interpretation.

Xilei Zhao, Zhengze Zhou, Xiang Yan, Pascal Van Hentenryck

CoRR, 2019

2018

Approximation Trees: Statistical Stability in Model Distillation.

Yichen Zhou, Zhengze Zhou, Giles Hooker

CoRR, 2018