Convex Potentials and their Conjugates in Analog Mean-Field Optimization.
Ibrahim M. ElfadelPublished in: Neural Comput. (1995)
Keyphrases
- semidefinite
- convex relaxation
- deterministic annealing
- optimization problems
- optimization algorithm
- risk minimization
- convex programming
- closed form
- belief networks
- convex optimization
- constrained optimization
- successive approximation
- convex optimization problems
- global optimization
- optimization method
- markov random field
- higher order
- neural network
- piecewise linear
- markov networks
- semidefinite programming
- fixed point
- linear complexity
- discrete optimization
- quadratic program
- high order
- infrared
- analog vlsi
- objective function