Optimal Gradient Sliding and its Application to Distributed Optimization Under Similarity.
Dmitry KovalevAleksandr BeznosikovEkaterina BorodichAlexander V. GasnikovGesualdo ScutariPublished in: CoRR (2022)
Keyphrases
- optimal design
- optimal selection
- joint optimization
- distributed environment
- distributed systems
- cooperative
- similarity measure
- multi agent
- approximately optimal
- finding optimal
- dynamic programming
- optimal solution
- distance measure
- lightweight
- optimization algorithm
- optimization process
- max min
- sliding window
- edge detection
- constrained optimization
- distributed data
- data streams
- gradient direction
- multiscale
- data sets