39 citations · 39 across the 3 of their papers we have counts for
3 papers
Permutation-Invariant Subgraph Discovery
Raghvendra Mall, Shameem A. Parambath, Han Yufei +2
We introduce Permutation and Structured Perturbation Inference (PSPI), a new problem formulation that abstracts many graph matching tasks that arise in systems biology. PSPI can be…
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…
Multilevel Hierarchical Kernel Spectral Clustering for Real-Life Large Scale Complex Networks
Raghvendra Mall, Rocco Langone, Johan A. K. Suykens
Kernel spectral clustering corresponds to a weighted kernel principal component analysis problem in a constrained optimization framework. The primal formulation leads to an eigen-d…