An Optimal Structured Zeroth-order Algorithm for Non-smooth Optimization.
Marco RandoCesare MolinariLorenzo RosascoSilvia VillaPublished in: NeurIPS (2023)
Keyphrases
- optimal solution
- dynamic programming
- optimization algorithm
- learning algorithm
- experimental evaluation
- preprocessing
- computational cost
- times faster
- worst case
- globally optimal
- exhaustive search
- optimization method
- operating point
- locally optimal
- evolution strategy
- expectation maximization
- simulated annealing
- cost function
- closed form
- clustering method
- improved algorithm
- optimization process
- piecewise linear
- optimization model
- smoothness constraint
- max min
- objective function
- neural network