High Dimensional Robust M-Estimation: Asymptotic Variance via Approximate Message Passing.
David L. DonohoAndrea MontanariPublished in: CoRR (2013)
Keyphrases
- message passing
- inference in graphical models
- high dimensional
- belief propagation
- distributed systems
- probabilistic inference
- shared memory
- markov random field
- junction tree
- factor graphs
- distributed shared memory
- approximate inference
- graphical models
- sum product
- parameter estimation
- motion estimation
- image processing
- matrix multiplication
- max product
- sum product algorithm
- bayesian networks