Explaining Deep Learning Models using Causal Inference

no code implementations • 11 Nov 2018 • Tanmayee Narendra, Anush Sankaran, Deepak Vijaykeerthy, Senthil Mani

Although deep learning models have been successfully applied to a variety of tasks, due to the millions of parameters, they are becoming increasingly opaque and complex.

Causal Inference counterfactual