Quantized Frank-Wolfe: Faster Optimization, Lower Communication, and Projection Free.
Mingrui ZhangLin ChenAryan MokhtariHamed HassaniAmin KarbasiPublished in: AISTATS (2020)
Keyphrases
- optimization problems
- optimization strategies
- optimization algorithm
- communication overhead
- communication networks
- line search
- optimization process
- constrained optimization
- optimization methods
- communication protocol
- memory efficient
- communication technologies
- case study
- combinatorial optimization
- information sharing
- cost function
- objective function