Optimal Rates for Regularization of Statistical Inverse Learning Problems.
Gilles BlanchardNicole MückePublished in: Found. Comput. Math. (2018)
Keyphrases
- learning problems
- learning tasks
- machine learning algorithms
- learning algorithm
- supervised learning
- structured sparsity
- sample complexity
- kernel methods
- pac learning
- reinforcement learning
- reproducing kernel hilbert space
- semi supervised learning
- statistical learning theory
- kernel machines
- machine learning
- multi task
- multi task learning
- computational learning theory
- information theoretic
- convex optimization problems
- data sets