Learning-Augmented Online Algorithm for Two-Level Ski-Rental Problem.
Keyuan ZhangZhongdong LiuNakjung ChoiBo JiPublished in: AAAI (2024)
Keyphrases
- learning algorithm
- passive aggressive
- experimental evaluation
- optimization algorithm
- learning speed
- preprocessing
- dynamic programming
- detection algorithm
- times faster
- incremental learning
- improved algorithm
- learning process
- np hard
- supervised learning
- high accuracy
- online learning
- optimal solution
- matching algorithm
- clustering method
- learning phase
- theoretical analysis
- expectation maximization
- significant improvement
- data structure
- computational complexity
- search space
- probabilistic model
- worst case
- learning systems
- classification algorithm
- computational cost
- particle swarm optimization
- prior knowledge
- recognition algorithm
- k means
- learning scheme
- learned models
- simulated annealing
- input data