Empirical Bernstein Inequalities for U-Statistics.
Thomas PeelSandrine AnthoineLiva RalaivolaPublished in: NIPS (2010)
Keyphrases
- confidence intervals
- sufficient conditions
- linear inequalities
- machine learning
- statistical methods
- neural network
- theoretical analysis
- linear programming
- upper bound
- evolutionary algorithm
- trade off
- information theoretic
- linear program
- lower bound
- information retrieval
- mixed integer
- real time
- uniform convergence
- cutting plane algorithm
- empirical risk minimization