Selective Brain Damage: Measuring the Disparate Impact of Model Pruning
Sara Hooker, Aaron Courville, Yann Dauphin, Andrea Frome
(website,paper,code)

​The State of Sparsity in Deep Neural Networks
Trevor Gale, Erich Elsen, Sara Hooker
(paper, code)

A Benchmark for Interpretability Methods in Deep Neural Networks
Sara Hooker, Dumitru Erhan, Pieter-Jan Kindermans, Been Kim
(slides, code, paper)

The (Un)reliability of Saliency Methods 
Pieter-Jan Kindermans, Sara Hooker, Julius Adebayo, Maximilian Alber, Kristof T. Schütt, Sven Dähne, Dumitru Erhan, Been Kim
Paper, Slides.