Online Learning in Case of Unbounded Losses Using Follow the Perturbed Leader Algorithm.
Vladimir V. V'yuginPublished in: J. Mach. Learn. Res. (2011)
Keyphrases
- online learning
- k means
- computational cost
- experimental evaluation
- cost function
- theoretical analysis
- detection algorithm
- high accuracy
- times faster
- preprocessing
- computational complexity
- objective function
- learning algorithm
- dynamic programming
- improved algorithm
- optimal solution
- classification algorithm
- segmentation algorithm
- particle swarm optimization
- simulated annealing
- markov random field
- path planning
- convergence rate
- recognition algorithm
- online algorithms
- probabilistic model
- neural network
- mobile robot
- active learning
- training set
- lower bound
- genetic algorithm