2 papers
cs.LG2023
Accelerated sparse Kernel Spectral Clustering for large scale data clustering problems
Mihaly Novak, Rocco Langone, Carlos Alzate +1
An improved version of the sparse multiway kernel spectral clustering (KSC) is presented in this brief. The original algorithm is derived from weighted kernel principal component (…
cs.LG2015
Kernel Spectral Clustering and applications
Rocco Langone, Raghvendra Mall, Carlos Alzate +1
In this chapter we review the main literature related to kernel spectral clustering (KSC), an approach to clustering cast within a kernel-based optimization setting. KSC represents…