Online Optimization with Predictions and Non-convex Losses.
Yiheng LinGautam GoelAdam WiermanPublished in: SIGMETRICS (Abstracts) (2020)
Keyphrases
- convex relaxation
- optimization algorithm
- convex optimization problems
- optimization problems
- semidefinite
- convex optimization
- optimization model
- optimization process
- convex programming
- online learning
- global optimization
- neural network
- real time
- constrained optimization
- convex sets
- quadratic programming
- convex hull
- risk minimization
- data sets