On the optimality of the Hedge algorithm in the stochastic regime.
Jaouad MourtadaStéphane GaïffasPublished in: J. Mach. Learn. Res. (2019)
Keyphrases
- detection algorithm
- dynamic programming
- optimization algorithm
- objective function
- experimental evaluation
- preprocessing
- significant improvement
- improved algorithm
- cost function
- recognition algorithm
- computational complexity
- optimal solution
- selection algorithm
- times faster
- matching algorithm
- monte carlo
- high accuracy
- segmentation algorithm
- learning algorithm
- worst case
- reinforcement learning
- particle filter
- expectation maximization
- computationally efficient
- input data
- ant colony optimization
- tree structure
- denoising
- motion estimation
- state space
- k means
- search space