Sparse Multinomial Logistic Regression via Approximate Message Passing.
Evan ByrnePhilip SchniterPublished in: IEEE Trans. Signal Process. (2016)
Keyphrases
- message passing
- multinomial logistic regression
- inference in graphical models
- multi class
- belief propagation
- generalization bounds
- distributed systems
- shared memory
- artificial neural networks
- approximate inference
- markov random field
- sum product algorithm
- junction tree
- factor graphs
- graphical models
- stereo matching
- linear classifiers
- generalization ability
- generalized belief propagation
- data dependent
- feature selection
- pairwise
- learning problems