Whitening the so-called Black Box
Neural Network’s Interpretability is definitely very important. However, the computations of neural networks are extremely challenging to understand.
Several attempts to understand the hidden layers of the neural networks has been misleading or unusable.
Therefore a new concept known as Concept Whitening has been introduced. Concept Whitening alters a given layer of the neural network to better understand the calculations leading up to that layer.
For more details about Concept Whitening in Neural Network, you may like to watch the below video…
Happy Learning !!