Low-rank matrix reconstruction and clustering via approximate message passing.
Ryosuke MatsushitaToshiyuki TanakaPublished in: NIPS (2013)
Keyphrases
- message passing
- inference in graphical models
- low rank matrix
- belief propagation
- low rank
- distributed systems
- junction tree
- clustering algorithm
- k means
- high resolution
- sum product algorithm
- approximate inference
- convex optimization
- markov random field
- sum product
- matrix factorization
- sparse matrix
- three dimensional
- data points
- object recognition
- computer vision
- image reconstruction
- higher order