Topology Inference with Multivariate Cumulants: The Möbius Inference Algorithm.
Kevin D. SmithSaber JafarpourAnanthram SwamiFrancesco BulloPublished in: CoRR (2020)
Keyphrases
- loopy belief propagation
- inference process
- inference mechanism
- optimization algorithm
- computational complexity
- significant improvement
- learning algorithm
- k means
- times faster
- factor graphs
- dynamic programming
- experimental evaluation
- detection algorithm
- segmentation algorithm
- high accuracy
- worst case
- probabilistic model
- objective function
- simulated annealing
- expectation maximization
- computational cost
- matching algorithm
- np hard
- message passing
- voronoi diagram
- cost function
- optimal solution
- similarity measure