Graphit: Iterative Reweighted ℓ1 Algorithm for Sparse Graph Inference in State-Space Models.
Émilie ChouzenouxVíctor ElviraPublished in: ICASSP (2023)
Keyphrases
- search space
- probabilistic model
- graph based algorithm
- np hard
- graph structure
- bayesian framework
- k means
- dynamic programming
- inference mechanism
- detection algorithm
- monte carlo
- matching algorithm
- gaussian graphical models
- fully connected
- graph model
- parameter estimation
- probabilistic inference
- random fields
- learning algorithm
- weighted graph
- spanning tree
- minimum spanning tree
- expectation maximization
- simulated annealing
- maximum flow
- high dimensional
- reinforcement learning