Reviews: Variational Information Maximization for Feature Selection

There are several important issues that I believe must be addressed A. The authors make the following argument against current approaches. Current approaches are optimal under a pair of assumptions. These assumptions are hardly ever satisfied simultaneously. Therefore current approaches are flawed. There is a clear flawed logic here. The only thing shown is that current approaches are not optimal.