Inequality constrained stochastic nonlinear optimization via active-set sequential quadratic programming.
Sen NaMihai AnitescuMladen KolarPublished in: Math. Program. (2023)
Keyphrases
- nonlinear optimization
- active set
- sequential quadratic programming
- efficient implementation
- nonnegative matrix factorization
- optimization method
- nonlinear optimization problems
- bundle adjustment
- starting points
- global search
- interior point
- dictionary learning
- structure from motion
- initial solution
- negative matrix factorization
- object recognition
- machine learning
- neural network
- closed form solutions
- linear combination
- maximum likelihood
- least squares
- face recognition
- image processing