A tight convex upper bound on the likelihood of a finite mixture.
Elad MezumanYair WeissPublished in: ICPR (2016)
Keyphrases
- upper bound
- lower bound
- worst case
- mixture of gaussians
- convex optimization
- maximum likelihood
- finite dimensional
- finite number
- upper and lower bounds
- convex sets
- convex hull
- mixture model
- branch and bound algorithm
- lower and upper bounds
- branch and bound
- error probability
- piecewise linear
- vc dimension
- real valued functions
- gaussian distribution
- generalization error
- log likelihood
- gaussian mixture model
- single item