Learning Without Mixing: Towards A Sharp Analysis of Linear System Identification.
Max SimchowitzHoria ManiaStephen TuMichael I. JordanBenjamin RechtPublished in: COLT (2018)
Keyphrases
- learning process
- learning phase
- learning algorithm
- learning scheme
- learning tasks
- closed form
- online learning
- statistical analysis
- knowledge acquisition
- inductive inference
- incremental learning
- learning problems
- learning systems
- supervised learning
- data analysis
- data mining
- neural network
- input output
- active learning
- learning environment
- reinforcement learning
- learning models
- website
- feature selection