Keyphrases
- learning problems
- lower bound
- reproducing kernel hilbert space
- sample complexity
- learning tasks
- learning algorithm
- supervised learning
- binary classification
- upper bound
- convex optimization problems
- hypothesis space
- kernel methods
- multi task learning
- machine learning algorithms
- reinforcement learning
- machine learning
- semi supervised learning
- multi task
- pac learning
- multiple kernel learning
- multi class
- computational learning theory
- multiclass learning
- optimal solution
- worst case
- search space
- data sets
- function classes