MURANA: A Generic Framework for Stochastic Variance-Reduced Optimization.
Laurent CondatPeter RichtárikPublished in: MSML (2022)
Keyphrases
- stochastic optimization
- optimization problems
- stochastic programming
- optimization process
- stochastic search
- optimization algorithm
- optimization method
- global optimization
- machine learning
- stochastic model
- monte carlo
- standard deviation
- optimal control problems
- databases
- optimization strategies
- optimal design
- constrained optimization
- combinatorial optimization
- multistage
- multiscale
- database systems
- image segmentation
- case study
- genetic algorithm