Graphon based Clustering and Testing of Networks: Algorithms and Theory.
Mahalakshmi SabanayagamLeena Chennuru VankadaraDebarghya GhoshdastidarPublished in: CoRR (2021)
Keyphrases
- mathematical foundations
- clustering algorithm
- data clustering
- machine learning
- data structure
- benchmark datasets
- computationally efficient
- linear algebra
- data mining algorithms
- data sets
- unsupervised learning
- neural network
- computational cost
- learning algorithm
- self organizing maps
- probabilistic networks
- nonnegative matrix factorization
- data mining tasks
- computational complexity
- document clustering
- association rules
- optimization problems
- theoretical framework
- orders of magnitude
- evolutionary algorithm
- clustering method
- significant improvement
- data mining techniques