PolyGP: Improving GP-based analog optimization through accurate high-order monomials and semidefinite relaxation.
Ye WangConstantine CaramanisMichael OrshanskyPublished in: DATE (2016)
Keyphrases
- semidefinite
- high order
- convex relaxation
- semidefinite programming
- higher order
- pairwise
- sufficient conditions
- higher dimensional
- markov random field
- interior point methods
- convex optimization
- convex sets
- decision trees
- multistage
- linear programming
- partial differential equations
- maximum margin
- dimensionality reduction