Sparse Kernel PCA for Outlier Detection

Rudrajit Das, Aditya Golatkar, Suyash P. Awate

In this paper, we propose a new method to perform Sparse Kernel Principal Component Analysis (SKPCA) and also mathematically analyze the validity of SKPCA. We formulate SKPCA as a…