Linear Convergent Decentralized Optimization with Compression.
Xiaorui LiuYao LiRongrong WangJiliang TangMing YanPublished in: ICLR (2021)
Keyphrases
- optimization algorithm
- quadratic programming
- constrained optimization
- optimization method
- global optimization
- semidefinite
- image compression
- closed form
- combinatorial optimization
- neural network
- optimization process
- compression scheme
- compression ratio
- cooperative
- distributed systems
- evolutionary algorithm
- data sets
- stochastic gradient
- conjugate gradient method
- steepest descent method