Percolation centrality via Rademacher Complexity.
Alane M. de LimaMurilo V. G. da SilvaAndré Luís VignattiPublished in: Discret. Appl. Math. (2022)
Keyphrases
- rademacher complexity
- data dependent
- social network analysis
- risk bounds
- error bounds
- generalization error
- reproducing kernel hilbert space
- data sets
- kernel methods
- empirical risk minimization
- manifold regularization
- generalization bounds
- upper bound
- training data
- real valued
- network structure
- theoretical analysis
- sufficient conditions
- decision trees
- learning algorithm
- machine learning