One Gradient Frank-Wolfe for Decentralized Online Convex and Submodular Optimization.
Tuan-Anh NguyenKim Thang NguyenDenis TrystramPublished in: ACML (2022)
Keyphrases
- convex optimization
- online learning
- line search
- constrained optimization
- convex programming
- optimization problems
- optimization algorithm
- combinatorial optimization
- global optimization
- risk minimization
- objective function
- cooperative
- efficient optimization
- convex relaxation
- alternating direction method of multipliers
- convex optimization problems
- gradient information
- globally optimal
- optimization process
- distributed systems
- simulated annealing
- markov random field
- multi agent