Dynamic Regret Analysis of Safe Distributed Online Optimization for Convex and Non-convex Problems.
Ting-Jui ChangSapana ChaudharyDileep KalathilShahin ShahrampourPublished in: CoRR (2023)
Keyphrases
- online convex optimization
- convex relaxation
- online learning
- convex optimization
- convex optimization problems
- convex programming
- optimization problems
- semidefinite
- alternating direction method of multipliers
- quasiconvex
- convex programs
- global optimality
- quadratic program
- globally optimal
- semi definite programming
- risk minimization
- long run
- mathematical programming
- distributed environment
- combinatorial optimization
- quadratic programming
- convex sets
- multi agent
- constrained optimization
- global optimization
- optimal policy
- optimization algorithm
- dynamic environments
- worst case
- lower bound