How to calculate partition functions using convex programming hierarchies: provable bounds for variational methods.
Andrej RisteskiPublished in: CoRR (2016)
Keyphrases
- convex programming
- variational methods
- convex functions
- convex optimization
- interior point methods
- linear programming
- optic flow
- approximate inference
- level set
- upper bound
- curve evolution
- image processing
- graphical models
- optical flow
- lower bound
- belief propagation
- stereo matching
- primal dual
- multiscale
- computer vision