Reducing the variance in online optimization by transporting past gradients.
Sébastien M. R. ArnoldPierre-Antoine ManzagolReza BabanezhadIoannis MitliagkasNicolas Le RouxPublished in: CoRR (2019)
Keyphrases
- online learning
- optimization problems
- real time
- global optimization
- optimization method
- optimization algorithm
- constrained optimization
- online communities
- optimization procedure
- optimization model
- discrete optimization
- optimization strategies
- artificial intelligence
- real world
- optimal design
- online services
- stochastic gradient
- optimization process
- combinatorial optimization
- active learning
- evolutionary algorithm
- learning environment
- database systems
- social networks
- search engine
- neural network