ODE Discretization Schemes as Optimization Algorithms.
Orlando RomeroMouhacine BenosmanGeorge J. PappasPublished in: CDC (2022)
Keyphrases
- optimization problems
- combinatorial optimization
- learning algorithm
- discrete optimization
- data structure
- computational complexity
- theoretical analysis
- computationally efficient
- machine learning
- optimization approaches
- computational efficiency
- worst case
- computational cost
- neural network
- denoising
- optimization algorithm
- benchmark datasets
- orders of magnitude
- objective function
- constrained optimization
- bayesian networks
- stochastic search
- stochastic gradient
- efficient optimization