Causal Learning and Explanation of Deep Neural Networks via Autoencoded Activations

Michael Harradon, Jeff Druce, Brian Ruttenberg

Deep neural networks are complex and opaque. As they enter application in a variety of important and safety critical domains, users seek methods to explain their output predictions…