Gradient Computation In Linear-Chain Conditional Random Fields Using The Entropy Message Passing Algorithm
Velimir M. IlicDejan I. MancevBranimir TodorovicMiomir S. StankovicPublished in: CoRR (2010)
Keyphrases
- message passing
- learning algorithm
- preprocessing
- matrix multiplication
- np hard
- dynamic programming
- k means
- sum product algorithm
- reinforcement learning
- image matching
- generalized belief propagation
- factor graphs
- loopy belief propagation
- lp relaxation
- markov chain monte carlo
- parallel implementation
- knapsack problem
- distributed systems
- pairwise
- optimal solution
- high quality
- similarity measure