On the S-instability and degeneracy of discrete deep learning models
On the S-instability and degeneracy of discrete deep learning models
A probability model exhibits instability if small changes in a data outcome result in large, and often unanticipated, changes in probability. This instability is a property of the probability model, given by a distributional form and a given configuration of parameters. For correlated data structures found in several application areas, …