Efficient Online Learning with Memory via Frank-Wolfe Optimization: Algorithms with Bounded Dynamic Regret and Applications to Control.
Hongyu ZhouZirui XuVasileios TzoumasPublished in: CDC (2023)
Keyphrases
- online learning
- online convex optimization
- online algorithms
- memory requirements
- learning algorithm
- computationally efficient
- optimization methods
- optimization problems
- worst case
- discrete optimization
- computationally expensive
- combinatorial optimization
- regret minimization
- e learning
- efficient optimization
- limited memory
- computationally intensive
- optimization method
- optimization algorithm
- line search
- control system
- training set
- decision trees