An equivalent nonlinear optimization model with triangular low-rank factorization for semidefinite programs.
Yuya YamakawaTetsuya IkegamiEllen H. FukudaNobuo YamashitaPublished in: Optim. Methods Softw. (2023)
Keyphrases
- low rank
- optimization model
- semidefinite
- semidefinite programming
- kernel matrix
- convex optimization
- convex relaxation
- matrix factorization
- high order
- interior point methods
- linear combination
- missing data
- singular value decomposition
- low rank matrix
- semi supervised
- convex sets
- high dimensional data
- interior point
- higher order
- sufficient conditions
- pairwise