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Model Interpretation: A Unified Derivative-based Framework for
  Nonparametric Regression and Supervised Machine Learning
v1v2 (latest)

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
ArXiv (abs)PDFHTML

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

2 / 2 papers shown
Title
Explainable Neural Networks based on Additive Index Models
Explainable Neural Networks based on Additive Index Models
J. Vaughan
Agus Sudjianto
Erind Brahimi
Jie Chen
V. Nair
57
106
0
05 Jun 2018
Locally Interpretable Models and Effects based on Supervised
  Partitioning (LIME-SUP)
Locally Interpretable Models and Effects based on Supervised Partitioning (LIME-SUP)
Linwei Hu
Jie Chen
V. Nair
Agus Sudjianto
FAtt
57
63
0
02 Jun 2018
1