Efficient Randomized Subspace Embeddings for Distributed Optimization Under a Communication Budget.
Rajarshi SahaMert PilanciAndrea J. GoldsmithPublished in: IEEE J. Sel. Areas Inf. Theory (2022)
Keyphrases
- communication overhead
- low dimensional
- computer networks
- lightweight
- high dimensional data
- communication cost
- cooperative
- principal component analysis
- distributed control
- distributed systems
- spatially distributed
- optimization problems
- distributed computation
- fully distributed
- optimization algorithm
- distributed network
- global optimization
- parallel execution
- principal components
- optimization method
- dimensionality reduction
- evolutionary algorithm