Approximating mutual information of high-dimensional variables using learned representations

Gokul Gowri, Xiao-Kang Lun, Allon M. Klein +1

Mutual information (MI) is a general measure of statistical dependence with widespread application across the sciences. However, estimating MI between multi-dimensional variables i…