Cyprien Doz

Large Dimensional Analysis of LS-SVM Transfer Learning: Application to Polsar Classification

This article analyzes a kernel-based transfer learning method, under a k-class Gaussian mixture model for the input data. Following recent advances in random matrix theory, we propose new insights in transfer learning schemes for challenging cases, when the first-order statistics of all data classes…