Sparse Multinomial Logistic Regression via Approximate Message Passing.
Evan ByrnePhilip SchniterPublished in: CoRR (2015)
Keyphrases
- message passing
- multinomial logistic regression
- inference in graphical models
- multi class
- belief propagation
- generalization bounds
- distributed systems
- artificial neural networks
- factor graphs
- junction tree
- markov random field
- shared memory
- approximate inference
- sum product
- sum product algorithm
- generalized belief propagation
- pairwise
- lower bound
- graph cuts
- graphical models
- upper bound
- support vector machine
- high quality
- data dependent
- feature selection
- dual decomposition
- three dimensional
- image segmentation