Brendan van Rooyen

Sparse Robust Classification via the Kernel Mean

2015 · arXiv (Cornell University)

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 much research effort. Furthermore, explaining these methods to the uninitiated …