Non-Asymptotic Estimation for Online Systems: Finite-Time Algorithms and Applications.
Jean-Pierre RichardWilfrid PerruquettiPublished in: ERCIM News (2014)
Keyphrases
- online algorithms
- theoretical analysis
- learning systems
- feature selection
- worst case
- real time
- times faster
- computationally efficient
- computer systems
- online learning
- distributed systems
- optimization problems
- management system
- significant improvement
- data structure
- error bounds
- estimation problems
- complex systems
- orders of magnitude
- building blocks
- optimal solution
- reinforcement learning
- information systems