Sample Complexity of Learning Mixtures of Sparse Linear Regressions.
Akshay KrishnamurthyArya MazumdarAndrew McGregorSoumyabrata PalPublished in: CoRR (2019)
Keyphrases
- learning problems
- sample complexity
- learning algorithm
- active learning
- reinforcement learning
- supervised learning
- sparse linear
- learning tasks
- machine learning
- learning process
- sample complexity bounds
- pac model
- vc dimension
- kernel methods
- unsupervised learning
- dimensionality reduction
- semi supervised
- face recognition