https://bdtechtalks.com/2021/01/11/concept-whitening-interpretable-neural-networks/
Deep learning doesn’t need to be a black box
Ben Dickson
January 11, 2021
“The innerworkings of neural networks are often a mystery…. scientists at Duke University propose “concept whitening,” a technique that can help steer neural networks toward learning specific concepts without sacrificing performance. Concept whitening bakes interpretability into deep learning models instead of searching for answers in millions of trained parameters.”