Graphon based Clustering and Testing of Networks: Algorithms and Theory.
Mahalakshmi SabanayagamLeena Chennuru VankadaraDebarghya GhoshdastidarPublished in: ICLR (2022)
Keyphrases
- data structure
- computational complexity
- significant improvement
- orders of magnitude
- social networks
- data clustering
- data mining
- data mining techniques
- theoretical analysis
- worst case
- optimization problems
- simulated annealing
- test cases
- computational cost
- self organizing maps
- k means
- hierarchical clustering
- nonnegative matrix factorization
- linear algebra
- mathematical foundations