A Wasserstein Distance Approach for Concentration of Empirical Risk Estimates.
Prashanth L. A.Sanjay P. BhatPublished in: J. Mach. Learn. Res. (2022)
Keyphrases
- empirical risk
- loss function
- risk minimization
- decision function
- fixed number
- ridge regression
- prediction error
- majority vote
- distance function
- uniform convergence
- euclidean distance
- distance measure
- finite dimensional
- similarity measure
- linear programming
- motion estimation
- convex optimization problems
- feature vectors
- pairwise