2 papers
math.DS2026
Community Detection using the Edge Laplacian Dynamics vis-a-vis Ricci Flow
Pratibha Bhandari, Soumyendu Raha
It has been found that utilizing the geometric properties of the graph dynamics can bring out crucial information of the data that a statistical analysis will not. The properties o…
cs.SI2026
Effective Resistance-Based Graph Sparsification and Community Detection
Jayanta Pari, Pratibha Bhandari, Soumyendu Raha
Community detection is a key task in network analysis, providing insight into the structural organization of complex systems. Effective resistance, a graph-theoretic metric derived…