Loss Minimization and Parameter Estimation with Heavy Tails.
Daniel J. HsuSivan SabatoPublished in: J. Mach. Learn. Res. (2016)
Keyphrases
- parameter estimation
- loss minimization
- heavy tails
- heavy tailed
- loss function
- probability density function
- least squares
- maximum likelihood
- expectation maximization
- model selection
- em algorithm
- markov random field
- statistical models
- random fields
- parameter estimation algorithm
- image sequences
- graphical models
- cross validation
- support vector
- degree distribution
- image processing
- machine learning