Message passing algorithm for inferring consensus sequence from next-generation sequencing data.
Xiaohu ShenManohar ShamaiahHaris VikaloPublished in: ISIT (2013)
Keyphrases
- input data
- message passing
- data sets
- preprocessing
- learning algorithm
- np hard
- matrix multiplication
- objective function
- expectation maximization
- factor graphs
- parallel implementation
- shared memory
- belief propagation
- data points
- dynamic programming
- super resolution
- parameter estimation
- optimal solution
- bayesian framework
- graphical models
- input image
- probabilistic model