A Penalized Shared-parameter Algorithm for Estimating Optimal Dynamic Treatment Regimens.
Trikay NalamadaShruti AgarwalMaria JahjaBibhas ChakrabortyPalash GhoshPublished in: CoRR (2021)
Keyphrases
- dynamic programming
- optimal solution
- worst case
- matching algorithm
- improved algorithm
- detection algorithm
- theoretical analysis
- globally optimal
- cost function
- optimal parameters
- objective function
- preprocessing
- locally optimal
- single parameter
- linear programming
- learning algorithm
- segmentation algorithm
- significant improvement
- computational complexity
- high accuracy
- parameter settings
- closed form
- operating point
- weighting coefficients
- clustering method
- input data
- optimization algorithm
- computationally efficient
- dynamic environments
- particle swarm optimization
- neural network
- simulated annealing
- search space
- search algorithm
- similarity measure
- image segmentation
- genetic algorithm