Max K-armed bandit: On the ExtremeHunter algorithm and beyond.
Mastane AchabStéphan ClémençonAurélien GarivierAnne SabourinClaire VernadePublished in: CoRR (2017)
Keyphrases
- experimental evaluation
- dynamic programming
- np hard
- similarity measure
- cost function
- search space
- k means
- learning algorithm
- path planning
- times faster
- optimal solution
- improved algorithm
- computational complexity
- high accuracy
- computationally efficient
- convergence rate
- recognition algorithm
- simulated annealing
- matching algorithm
- tree structure
- experimental study
- detection algorithm
- segmentation algorithm
- graph cuts
- significant improvement
- preprocessing
- feature selection
- theoretical analysis
- expectation maximization
- clustering method
- data sets
- energy function
- semi supervised
- probabilistic model
- computational cost
- video sequences
- selection algorithm
- estimation algorithm