Automated Computational Energy Minimization of ML Algorithms using Constrained Bayesian Optimization.
Pallavi MitraFelix BiessmannPublished in: CoRR (2024)
Keyphrases
- energy minimization
- problems in computer vision
- optimization problems
- graph cuts
- weighted constraint satisfaction
- low level vision
- interactive segmentation
- markov random field
- computer vision
- dual decomposition
- energy function
- maximum likelihood
- max flow
- belief propagation
- global minima
- energy minimization problems
- optimal solution
- global minimum
- bayesian networks
- cutting plane
- image segmentation
- min cut
- image processing
- em algorithm
- push relabel
- multi class