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Interpretable Machine Learning based on Functional ANOVA Framework: Algorithms and Comparisons
25 May 2023
Linwei Hu
V. Nair
Agus Sudjianto
Aijun Zhang
Jie Chen
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Papers citing
"Interpretable Machine Learning based on Functional ANOVA Framework: Algorithms and Comparisons"
6 / 6 papers shown
Title
Inherently Interpretable Tree Ensemble Learning
Zebin Yang
Agus Sudjianto
Xiaoming Li
Aijun Zhang
AI4CE
146
0
0
24 Oct 2024
Less Discriminatory Alternative and Interpretable XGBoost Framework for Binary Classification
Andrew Pangia
Agus Sudjianto
Aijun Zhang
Taufiquar Khan
FaML
113
3
0
24 Oct 2024
Function Trees: Transparent Machine Learning
Jerome H. Friedman
FAtt
158
2
0
19 Mar 2024
Monotone Tree-Based GAMI Models by Adapting XGBoost
Linwei Hu
Soroush Aramideh
Jie Chen
V. Nair
129
1
0
05 Sep 2023
PiML Toolbox for Interpretable Machine Learning Model Development and Diagnostics
Agus Sudjianto
Aijun Zhang
Zebin Yang
Yuhao Su
Ningzhou Zeng
161
7
0
07 May 2023
"Why Should I Trust You?": Explaining the Predictions of Any Classifier
Marco Tulio Ribeiro
Sameer Singh
Carlos Guestrin
FAtt
FaML
1.9K
19,183
0
16 Feb 2016
1