Anil Kumar Sao

Fast exemplar selection algorithm for matrix approximation and representation: A variant oASIS algorithm

Extracting inherent patterns from large data using decompositions of data matrix by a sampled subset of exemplars has found many applications in machine learning. We propose a computationally efficient algorithm for adaptive exemplar sampling, called fast exemplar selection (FES). The proposed algor…