Online Optimization with Predictions and Non-convex Losses.
Yiheng LinGautam GoelAdam WiermanPublished in: Proc. ACM Meas. Anal. Comput. Syst. (2020)
Keyphrases
- online learning
- convex relaxation
- risk minimization
- optimization algorithm
- convex optimization
- convex optimization problems
- convex programming
- optimization problems
- global optimization
- convex hull
- optimization process
- alternating direction method of multipliers
- social media
- quasiconvex
- semi definite programming
- stochastic gradient
- online environment
- discrete optimization
- piecewise linear
- combinatorial optimization
- optimization method