Model Interpretation: A Unified Derivative-based Framework for
Nonparametric Regression and Supervised Machine Learning

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Model Interpretation: A Unified Derivative-based Framework for Nonparametric Regression and Supervised Machine Learning

22 August 2018

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Papers citing "Model Interpretation: A Unified Derivative-based Framework for Nonparametric Regression and Supervised Machine Learning"

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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