Incremental Randomized Sketching for Online Kernel Learning

Xiao Zhang, Shizhong Liao

Abstract: Randomized sketching has been used in offline kernel learning, but it cannot be applied directly to online kernel learning due to the lack of incremental maintenances for randomized sketches with r...