A Bayesian Framework for Online Nonconvex Optimization over Distributed Processing Networks.
Zai ShiYilin ZhengAtilla EryilmazPublished in: INFOCOM (2023)
Keyphrases
- bayesian framework
- distributed processing
- optimization problems
- prior knowledge
- generative model
- parallel processing
- local area network
- gaussian process
- posterior probability
- bayesian formulation
- social networks
- hyperparameters
- maximum a posteriori
- bayesian model
- nonlinear programming
- probability density function
- expectation maximization
- posterior distribution
- network analysis
- bayesian methods
- convex optimization
- network structure
- em algorithm
- image processing