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Model Interpretation: A Unified Derivative-based Framework for Nonparametric Regression and Supervised Machine Learning
22 August 2018
Xiaoyu Liu
Jie Chen
Joel Vaughan
V. Nair
Agus Sudjianto
FAtt
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Papers citing
"Model Interpretation: A Unified Derivative-based Framework for Nonparametric Regression and Supervised Machine Learning"
4 / 4 papers shown
Title
Multi-resolution Interpretation and Diagnostics Tool for Natural Language Classifiers
P. Jalali
Nengfeng Zhou
Yufei Yu
AAML
62
0
0
06 Mar 2023
Bias, Fairness, and Accountability with AI and ML Algorithms
Neng-Zhi Zhou
Zach Zhang
V. Nair
Harsh Singhal
Jie Chen
Agus Sudjianto
FaML
123
9
0
13 May 2021
Enhancing Explainability of Neural Networks through Architecture Constraints
Zebin Yang
Aijun Zhang
Agus Sudjianto
AAML
52
87
0
12 Jan 2019
Variable selection for Gaussian processes via sensitivity analysis of the posterior predictive distribution
Topi Paananen
Juho Piironen
Michael Riis Andersen
Aki Vehtari
132
51
0
21 Dec 2017
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