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Zhengze Zhou
Zhengze Zhou
Meta Platforms, Inc.; Cornell University
Geverifieerd e-mailadres voor cornell.edu - Homepage
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Jaar
Unbiased measurement of feature importance in tree-based methods
Z Zhou, G Hooker
ACM Transactions on Knowledge Discovery from Data (TKDD) 15 (2), 1-21, 2021
782021
S-lime: Stabilized-lime for model explanation
Z Zhou, G Hooker, F Wang
Proceedings of the 27th ACM SIGKDD conference on knowledge discovery & data …, 2021
732021
Approximation trees: statistical reproducibility in model distillation
Y Zhou, Z Zhou, G Hooker
Data Mining and Knowledge Discovery, 1-39, 2023
31*2023
-statistics and Variance Estimation
Z Zhou, L Mentch, G Hooker
Journal of Machine Learning Research, 2021
16*2021
Examining spatial heterogeneity of ridesourcing demand determinants with explainable machine learning
X Zhang, X Yan, Z Zhou, Y Xu, X Zhao
arXiv preprint arXiv:2209.07980, 2022
32022
Analyzing spatial heterogeneity of ridesourcing usage determinants using explainable machine learning
X Zhang, Z Zhou, Y Xu, X Zhao
Journal of Transport Geography 114, 103782, 2024
12024
Distilling black-box travel mode choice model for behavioral interpretation
X Zhao, Z Zhou, X Yan, P Van Hentenryck
arXiv preprint arXiv:1910.13930, 2019
12019
SILR: A New Exact Test for Demonstrating That an Effect Exists in Binary Trials
RB Darlington, Z Zhou
PsyArXiv, 2021
2021
Statistical Inference for Machine Learning: Feature Importance, Uncertainty Quantification and Interpretation Stability
Z Zhou
Cornell University, 2021
2021
V-STATISTICS AND VARIANCE ESTIMATION BY ZHENGZE ZHOU, LUCAS MENTCH 2 AND GILES HOOKER 3
Z ZHOU
stat 1050, 7, 2020
2020
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Artikelen 1–10