Dynamic Regret Analysis of Safe Distributed Online Optimization for Convex and Non-convex Problems.
Ting-Jui ChangSapana ChaudharyDileep KalathilShahin ShahrampourPublished in: Trans. Mach. Learn. Res. (2023)
Keyphrases
- online convex optimization
- convex relaxation
- convex programming
- convex optimization problems
- convex optimization
- online learning
- semidefinite
- optimization problems
- quasiconvex
- semi definite programming
- dynamic environments
- convex functions
- efficient algorithms for solving
- globally optimal
- lower bound
- multi agent
- semidefinite programming
- quadratic programming
- quadratic program
- long run
- efficient optimization
- finite number
- bandit problems
- combinatorial optimization
- alternating direction method of multipliers
- semi infinite programming
- multi label