Minimax Rates in Network Analysis: Graphon Estimation, Community Detection and Hypothesis Testing.
Chao GaoZongming MaPublished in: CoRR (2018)
Keyphrases
- network analysis
- hypothesis testing
- community detection
- social network analysis
- hypothesis test
- complex networks
- likelihood ratio
- link prediction
- network structure
- community structure
- text mining
- graph clustering
- information networks
- graph mining
- community detection algorithms
- statistical tests
- biological networks
- real world networks
- social networks
- overlapping communities
- community discovery
- robust estimation
- protein protein interactions
- worst case
- hypothesis tests
- test statistic
- confidence intervals
- graph theory
- statistically significant