A Non-Asymptotic Framework for Approximate Message Passing in Spiked Models.
Gen LiYuting WeiPublished in: CoRR (2022)
Keyphrases
- message passing
- inference in graphical models
- probabilistic model
- belief propagation
- factor graphs
- sum product algorithm
- distributed systems
- shared memory
- graphical models
- approximate inference
- bayesian framework
- parameter estimation
- reinforcement learning
- generative model
- markov random field
- dynamic programming
- prior knowledge
- optimal solution