Sparse Robust Classification via the Kernel Mean

Brendan van Rooyen, Aditya Krishna Menon, Robert C. Williamson

Many leading classification algorithms output a classifier that is a weighted average of kernel evaluations. Optimizing these weights is a nontrivial problem that still attracts mu…