Optimal Randomized Approximations for Matrix based Renyi's Entropy

Yuxin Dong, Tieliang Gong, Shujian Yu +1

The Matrix-based Renyi's entropy enables us to directly measure information quantities from given data without the costly probability density estimation of underlying distributions…