Gradient computation in linear-chain conditional random fields using the entropy message passing algorithm.
Velimir M. IlicDejan I. MancevBranimir TodorovicMiomir S. StankovicPublished in: Pattern Recognit. Lett. (2012)
Keyphrases
- message passing
- learning algorithm
- dynamic programming
- factor graphs
- matching algorithm
- similarity measure
- sum product algorithm
- loopy belief propagation
- linear programming
- np hard
- k means
- optimal solution
- objective function
- shared memory
- junction tree
- matrix multiplication
- bayesian networks
- inference in graphical models