Dirichlet Priors for MAP Inference of Protein Conformation Abundances from SAXS.
A. Emre OnukMurat AkçakayaJaydeep P. BardhanDeniz ErdogmusDana H. BrooksLee MakowskiPublished in: J. Signal Process. Syst. (2018)
Keyphrases
- map inference
- protein folding
- protein structure
- protein structure prediction
- sequence analysis
- amino acid sequences
- dead end
- graphical models
- maximum a posteriori
- amino acids
- markov random field
- protein sequences
- dual decomposition
- image labeling
- semantic segmentation
- secondary structure
- em algorithm
- map estimation
- probabilistic model
- search algorithm
- computational biology
- expectation maximization
- sequence data
- cutting plane
- bayesian framework
- belief propagation
- image reconstruction
- multiscale
- conditional random fields
- prior knowledge
- higher order
- lp relaxation
- graph cuts