Interpretable Machine Learning based on Functional ANOVA Framework:
Algorithms and Comparisons

Interpretable Machine Learning based on Functional ANOVA Framework: Algorithms and Comparisons

25 May 2023

Jie Chen

Papers citing "Interpretable Machine Learning based on Functional ANOVA Framework: Algorithms and Comparisons"

5 / 5 papers shown

Title
Inherently Interpretable Tree Ensemble Learning Zebin Yang Agus Sudjianto Xiaoming Li Aijun Zhang AI4CE 21 0 0 24 Oct 2024
Less Discriminatory Alternative and Interpretable XGBoost Framework for Binary Classification Andrew Pangia Agus Sudjianto Aijun Zhang Taufiquar Khan FaML 29 1 0 24 Oct 2024
Function Trees: Transparent Machine Learning Jerome H. Friedman FAtt 16 1 0 19 Mar 2024
Monotone Tree-Based GAMI Models by Adapting XGBoost Linwei Hu Soroush Aramideh Jie Chen V. Nair 22 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 19 6 0 07 May 2023