A Provably Efficient Option-Based Algorithm for both High-Level and Low-Level Learning.
Gianluca DrappoAlberto Maria MetelliMarcello RestelliPublished in: CoRR (2024)
Keyphrases
- low level
- learning algorithm
- high level
- high efficiency
- optimization algorithm
- dynamic programming
- worst case
- learning scheme
- experimental evaluation
- learning process
- k means
- significant improvement
- single pass
- computationally efficient
- preprocessing
- optimal solution
- active learning
- incremental learning
- pruning strategy
- high accuracy
- computational complexity
- np hard
- supervised learning
- computational cost
- linear programming
- particle swarm optimization
- cost function
- matching algorithm
- times faster
- recognition algorithm
- reinforcement learning
- mid level
- similarity measure
- learning speed
- detection algorithm
- objective function
- visual features
- higher level
- simulated annealing