Online Optimization with Predictions and Non-convex Losses.
Yiheng LinGautam GoelAdam WiermanPublished in: CoRR (2019)
Keyphrases
- online learning
- global optimization
- convex relaxation
- semidefinite
- efficient optimization
- risk minimization
- quasiconvex
- optimization problems
- optimization algorithm
- convex optimization
- quadratic program
- convex programming
- real time
- optimization method
- online environment
- convex optimization problems
- constrained optimization
- discrete optimization
- piecewise linear
- optimization process
- social media
- support vector
- website
- neural network