A Decision-Theoretic Approach for Model Interpretability in Bayesian Framework

21 October 2019

Papers citing "A Decision-Theoretic Approach for Model Interpretability in Bayesian Framework"

4 / 4 papers shown

Title
Local Interpretable Model-agnostic Explanations of Bayesian Predictive Models via Kullback-Leibler Projections Tomi Peltola FAtt BDL 45 39 0 05 Oct 2018
The Challenge of Crafting Intelligible Intelligence Daniel S. Weld Gagan Bansal 45 244 0 09 Mar 2018
Interpretable classifiers using rules and Bayesian analysis: Building a better stroke prediction model Benjamin Letham Cynthia Rudin Tyler H. McCormick D. Madigan FAtt 60 743 0 05 Nov 2015
Bayesian Convolutional Neural Networks with Bernoulli Approximate Variational Inference Y. Gal Zoubin Ghahramani UQCV BDL 252 749 0 06 Jun 2015