Spatio-temporal random fields: compressible representation and distributed estimation.
Nico PiatkowskiSangkyun LeeKatharina MorikPublished in: Mach. Learn. (2013)
Keyphrases
- random fields
- spatio temporal
- parameter estimation
- markov random field
- random field models
- conditional random fields
- maximum entropy
- distributed systems
- non stationary
- spatial and temporal
- textured images
- probabilistic model
- autoregressive
- nonparametric density estimation
- pseudo likelihood
- density estimation
- information extraction
- pairwise
- feature selection