Balson: Bayesian least squares Optimization with Nonnegative L1-norm Constraint.
Jiyang XieZhanyu MaGuoqiang ZhangJing-Hao XueJen-Tzung ChienZhiqing LinJun GuoPublished in: MLSP (2018)
Keyphrases
- least squares
- nonlinear least squares
- efficient algorithms for solving
- optimization problems
- parameter estimation
- posterior distribution
- global optimization
- newly defined
- bayesian networks
- optimization algorithm
- optical flow
- optimization process
- robust estimation
- nonnegative matrix factorization
- matrix approximation
- objective function
- sequential quadratic programming
- linear programming
- penalty function
- norm minimization
- optimization method
- genetic algorithm
- sparse linear