Data-driven algorithm selection and tuning in optimization and signal processing.
Jesús A. De LoeraJamie HaddockAnna MaDeanna NeedellPublished in: Ann. Math. Artif. Intell. (2021)
Keyphrases
- data driven
- optimization algorithm
- signal processing
- optimization process
- detection algorithm
- learning algorithm
- selection algorithm
- recognition algorithm
- experimental evaluation
- computational cost
- probabilistic model
- parameter tuning
- stochastic gradient
- dynamic programming
- fine tuning
- machine learning
- combinatorial optimization
- optimization method
- computational complexity
- objective function
- image processing
- optimization problems
- simulated annealing
- expectation maximization
- cost function
- global optimization
- convergence rate
- computer vision
- hardware implementation
- np hard
- optimization model
- worst case