Graphons: A Nonparametric Method to Model, Estimate, and Design Algorithms for Massive Networks.
Christian BorgsJennifer T. ChayesPublished in: EC (2017)
Keyphrases
- theoretical analysis
- mathematical model
- network model
- statistical model
- objective function
- classification algorithm
- cost function
- hybrid method
- computational cost
- convergence rate
- evaluation method
- computational complexity
- linear models
- classification method
- linear model
- test data
- optimization procedure
- modeling method
- fully connected
- similarity measure
- computationally efficient
- significant improvement
- probabilistic model
- estimation process
- bp neural network
- model free
- prior knowledge
- autoregressive
- energy function
- prediction model
- bayesian framework
- statistical methods
- neural network
- linear regression
- input data
- conceptual model
- estimation algorithm
- data structure
- sampling algorithm
- parameter estimation
- recommendation algorithms
- computational efficiency
- reconstruction method
- probability density
- clustering method
- em algorithm
- learning algorithm