Surrogate Locally-Interpretable Models with Supervised Machine Learning
Algorithms

Surrogate Locally-Interpretable Models with Supervised Machine Learning Algorithms

28 July 2020

Jie Chen

ArXiv (abs)PDF HTML

Papers citing "Surrogate Locally-Interpretable Models with Supervised Machine Learning Algorithms"

5 / 5 papers shown

Title
Explainable Neural Networks based on Additive Index Models J. Vaughan Agus Sudjianto Erind Brahimi Jie Chen V. Nair 57 106 0 05 Jun 2018
A Unified Approach to Interpreting Model Predictions Scott M. Lundberg Su-In Lee FAtt 1.1K 22,018 0 22 May 2017
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 1.2K 17,033 0 16 Feb 2016
Distilling the Knowledge in a Neural Network Geoffrey E. Hinton Oriol Vinyals J. Dean FedML 364 19,733 0 09 Mar 2015
A review on global sensitivity analysis methods Bertrand Iooss Paul Lemaître 84 896 0 09 Apr 2014