Online optimization and regret guarantees for non-additive long-term constraints.
Rodolphe JenattonJim C. HuangCédric ArchambeauPublished in: CoRR (2016)
Keyphrases
- long term
- online learning
- constrained optimization
- short term
- online algorithms
- optimization algorithm
- loss function
- social networks
- stochastic gradient
- optimization problems
- upper bound
- multi objective
- lower bound
- constraint satisfaction
- search algorithm
- linear constraints
- e learning
- real time
- confidence bounds
- online convex optimization