Włodzisław Duch

Separability is not the best goal for machine learning

2018 · arXiv (Cornell University)

Neural networks use their hidden layers to transform input data into linearly separable data clusters, with a linear or a perceptron type output layer making the final projection on the line perpendicular to the discriminating …