Improving Variational Quantum Optimization using CVaR.
Panagiotis Kl. BarkoutsosGiacomo NanniciniAnton RobertIvano TavernelliStefan WoernerPublished in: Quantum (2020)
Keyphrases
- robust optimization
- optimization algorithm
- optimization problems
- global optimization
- data sets
- evolution strategy
- optimization method
- multiscale
- optimization model
- risk measures
- nonparametric estimation
- optical flow
- image segmentation
- optimization methods
- neural network
- real time
- discrete optimization
- empirically derived
- quantum computation