Convex Point Estimation using Undirected Bayesian Transfer Hierarchies.
Gal ElidanBenjamin PackerGeremy HeitzDaphne KollerPublished in: UAI (2008)
Keyphrases
- bayesian estimation
- estimation accuracy
- data driven
- posterior probability
- efficient optimization
- bayesian learning
- accurate estimation
- piecewise linear
- weighted graph
- transfer learning
- parameter estimation
- maximum likelihood
- markov random field prior
- image correspondences
- sample points
- convex relaxation
- stationary points
- posterior distribution
- globally optimal
- cross domain
- neural network
- density estimation
- convex optimization
- directed graph
- convex hull
- hierarchical structure
- least squares