Mapping Energy Landscapes of Non-Convex Learning Problems.
Maria PavlovskaiaKewei TuSong-Chun ZhuPublished in: CoRR (2014)
Keyphrases
- learning problems
- convex optimization problems
- learning tasks
- machine learning algorithms
- kernel methods
- learning algorithm
- machine learning
- semi supervised learning
- sample complexity
- supervised learning
- reinforcement learning
- pac learning
- convex optimization
- statistical learning theory
- computational learning theory
- multi task
- multiple kernel learning
- structured sparsity
- kernel based learning
- learning process
- knowledge discovery
- convex sets
- learning experience