Data-driven Algorithm Selection and Parameter Tuning: Two Case studies in Optimization and Signal Processing.
Jesús A. De LoeraJamie HaddockAnna MaDeanna NeedellPublished in: CoRR (2019)
Keyphrases
- parameter tuning
- data driven
- signal processing
- optimization algorithm
- case study
- detection algorithm
- cost function
- dynamic programming
- computational complexity
- selection algorithm
- preprocessing
- learning algorithm
- parameter settings
- combinatorial optimization
- optimization method
- search space
- simulated annealing
- probabilistic model
- optimization model
- computational cost
- k means
- ink bleed
- constrained optimization
- fine tuning
- stochastic gradient
- expectation maximization
- similarity measure
- particle swarm optimization
- linear programming
- evolutionary algorithm