An Engineered Empirical Bernstein Bound.
Mark Alexander BurgessArchie C. ChapmanPaul ScottPublished in: ECML/PKDD (3) (2019)
Keyphrases
- rademacher complexity
- lower bound
- upper bound
- uniform convergence
- machine learning
- risk bounds
- data dependent
- databases
- error bounds
- theoretical analysis
- objective function
- data structure
- search algorithm
- three dimensional
- active learning
- decision trees
- linear programming
- image processing
- artificial intelligence
- learning algorithm
- empirical risk minimization
- data mining
- real time