2018
Optimal Pooling of Covariance Matrix Estimates Across Multiple Classes
ICASSP 2018accepted
The paper considers the problem of estimating the covariance matrices of multiple classes in a low sample support condition, where the data dimensionality is comparable to, or larger than, the sample sizes of the available data sets. In such conditions' a common approach is to shrink the class sampl…