Machine Learning, Artificial Intelligence, TensorFlow, Neural Networks, Unsupervised Learning.
behind sparse filtering auto encoders is this. Via clustering of higher level features, our network will be able to differentiate between what is noise verse what is the data we wish to learn. In other words, regularization. (Or I thought of this as a way to inject noise in the training process,