Attaining the Chebyshev bound for optimal learning: A numerical algorithm.
Pradyumna ParuchuriDebasish ChatterjeePublished in: Syst. Control. Lett. (2023)
Keyphrases
- learning algorithm
- dynamic programming
- optimal solution
- worst case
- detection algorithm
- globally optimal
- computational complexity
- cost function
- learning speed
- computational cost
- linear programming
- simulated annealing
- closed form
- incremental learning
- learning process
- preprocessing
- probabilistic model
- search space
- expectation maximization
- theoretical analysis
- segmentation algorithm
- optimal parameters
- linear threshold
- exhaustive search
- matching algorithm
- optimization algorithm
- particle swarm optimization
- supervised learning
- upper bound
- multi objective
- objective function
- reinforcement learning
- bayesian networks
- similarity measure