Efficient Online Learning with Memory via Frank-Wolfe Optimization: Algorithms with Bounded Dynamic Regret and Applications to Control.
Hongyu ZhouZirui XuVasileios TzoumasPublished in: CoRR (2023)
Keyphrases
- online learning
- optimization problems
- online algorithms
- online convex optimization
- computationally efficient
- computationally expensive
- discrete optimization
- limited memory
- worst case
- memory requirements
- optimization method
- parallel architectures
- optimization methods
- combinatorial optimization
- optimization algorithm
- evolutionary algorithm
- learning algorithm
- data sets
- online course
- data structure
- e learning
- efficient optimization
- confidence bounds
- machine learning
- memory usage
- genetic algorithm
- expert advice