José C. Prı́ncipe

Understanding Convolutional Neural Networks with Information Theory: An Initial Exploration

2018 · arXiv (Cornell University)

The matrix-based Renyi's α-entropy functional and its multivariate extension were recently developed in terms of the normalized eigenspectrum of a Hermitian matrix of the projected data in a reproducing kernel Hilbert space (RKHS). However, the …