Weighted Graph Nodes Clustering via Gumbel Softmax

no code implementations • 22 Feb 2021 • Deepak Bhaskar Acharya, Huaming Zhang

Graph is a ubiquitous data structure in data science that is widely applied in social networks, knowledge representation graphs, recommendation systems, etc.

Clustering Graph Clustering +2

Certificate complexity and symmetry of nested canalizing functions

no code implementations • 10 Feb 2021 • Yuan Li, Frank Ingram, Huaming Zhang

For both Boolean values $b\in\{0, 1\}$, we obtain a formula for $b$-certificate complexity and consequently, we develop a direct proof of the certificate complexity formula of an NCF.

Combinatorics Discrete Mathematics

Community Detection Clustering via Gumbel Softmax

no code implementations • 5 May 2020 • Deepak Bhaskar Acharya, Huaming Zhang

In this paper, we propose a method of community detection clustering the nodes of various graph datasets.

Clustering Community Detection +5