On Augmented Stochastic Submodular Optimization: Adaptivity, Multi-Rounds, Budgeted, and Robustness (Short Paper).
Vincenzo AulettaDiodato FerraioliCosimo VinciPublished in: IPS/RiCeRcA/SPIRIT@AI*IA (2022)
Keyphrases
- stochastic optimization
- greedy algorithm
- global optimization
- stochastic search
- optimization problems
- objective function
- optimization algorithm
- optimization process
- optimal control problems
- stochastic programming
- discrete optimization
- mathematical programming
- high order
- constrained optimization
- multiple objectives
- computational efficiency
- monte carlo
- multi class
- pairwise
- bi level
- monte carlo sampling
- neural network