Approximate Solutions of Lagrange Multipliers for Information-Theoretic Random Field Models.
Brian StaberJohann GuilleminotPublished in: SIAM/ASA J. Uncertain. Quantification (2015)
Keyphrases
- information theoretic
- approximate solutions
- random field models
- lagrange multipliers
- random fields
- constrained optimization
- linear program
- np hard
- mutual information
- optimal solution
- objective function
- cost function
- rate distortion
- autoregressive
- exact solution
- energy function
- penalty function
- support vector regression
- linear programming
- markov random field
- non stationary
- column generation
- pattern recognition
- machine learning
- conditional random fields