2 papers
cs.DS2025
Learning with Structure: Computing Consistent Subsets on Structurally-Regular Graphs
Aritra Banik, Mano Prakash Parthasarathi, Venkatesh Raman +2
The Minimum Consistent Subset (MCS) problem arises naturally in the context of supervised clustering and instance selection. In supervised clustering, one aims to infer a meaningfu…
cs.DS2024
Parameterized Complexity of Dominating Set Variants in Almost Cluster and Split Graphs
Dishant Goyal, Ashwin Jacob, Kaushtubh Kumar +2
We consider structural parameterizations of the fundamental Dominating Set problem and its variants in the parameter ecology program. We give improved FPT algorithms and lower boun…