BALSON: Bayesian Least Squares Optimization with Nonnegative L1-Norm Constraint.
Jiyang XieZhanyu MaGuoqiang ZhangJing-Hao XueJen-Tzung ChienZhiqing LinJun GuoPublished in: CoRR (2018)
Keyphrases
- least squares
- nonlinear least squares
- nonnegative matrix factorization
- constrained optimization
- objective function
- global optimization
- efficient algorithms for solving
- optimization algorithm
- bayesian networks
- newly defined
- efficient optimization
- robust estimation
- matrix approximation
- optimization problems
- posterior distribution
- sequential quadratic programming
- gaussian processes
- evolutionary algorithm
- linear constraints
- decision variables
- linear programming
- tikhonov regularization
- optimal solution
- alternating direction
- parameter estimation