On the convergence rate and some applications of regularized ranking algorithms.
Galyna KriukovaSergei V. PereverzyevPavlo TkachenkoPublished in: J. Complex. (2016)
Keyphrases
- convergence rate
- ranking algorithm
- step size
- convergence speed
- learning rate
- link analysis
- query dependent
- ranking functions
- global convergence
- least squares
- gradient method
- link structure
- generalization bounds
- genetic algorithm
- machine learning
- pagerank algorithm
- web graph
- numerical stability
- objective function
- query independent
- link graph
- affinity graph