Kernel-Based Hybrid Random Fields for Nonparametric Density Estimation.
Antonino FrenoEdmondo TrentinMarco GoriPublished in: ECAI (2010)
Keyphrases
- nonparametric density estimation
- random fields
- density estimation
- markov random field
- maximum entropy
- random field models
- parameter estimation
- non stationary
- random field model
- conditional random fields
- support vector machine
- probabilistic model
- autoregressive
- support vector
- least squares
- nearest neighbor
- gibbs sampler
- pseudo likelihood
- active learning