Dense Message Passing for Sparse Principal Component Analysis.
Kevin SharpMagnus RattrayPublished in: AISTATS (2010)
Keyphrases
- message passing
- sparse principal component analysis
- belief propagation
- distributed systems
- factor graphs
- probabilistic inference
- shared memory
- markov random field
- sum product algorithm
- approximate inference
- distributed shared memory
- sum product
- inference in graphical models
- principle component analysis
- graphical models
- three dimensional
- graph cuts
- loopy belief propagation
- high dimensional
- pairwise
- preprocessing
- high quality