High-Dimensional Inference over Networks: Linear Convergence and Statistical Guarantees.
Ying SunMarie MarosGesualdo ScutariGuang ChengPublished in: CoRR (2022)
Keyphrases
- high dimensional
- probabilistic networks
- convergence proof
- probabilistic inference
- statistical inference
- low dimensional
- similarity search
- nearest neighbor
- bayesian networks
- data sets
- statistical analysis
- inference process
- complex networks
- linear systems
- convergence rate
- gauss seidel
- social networks
- linear gaussian
- network design
- statistical information
- network structure
- multi dimensional
- dynamic bayesian networks
- metric space
- parameter space
- sparse data
- noisy data
- computer networks
- quality of service
- high dimensional data