Error bounds of adversarial bipartite ranking.
Yingxiang MoHong ChenYuxiang HanHao DengPublished in: Neurocomputing (2022)
Keyphrases
- error bounds
- bipartite ranking
- finite sample
- uniform convergence
- binary classification
- pairwise
- theoretical analysis
- ranking algorithm
- worst case
- real valued
- ordinal regression
- instance space
- ranking functions
- learning rate
- learning problems
- multi class
- sufficient conditions
- loss function
- reproducing kernel hilbert space
- small fraction
- risk minimization
- support vector