Estimating the optimal linear combination of predictors using spherically constrained optimization.
Priyam DasDebsurya DeRaju MaitiMona KamalKatherine A. HutchesonClifton D. FullerBibhas ChakrabortyChristine B. PetersonPublished in: BMC Bioinform. (2022)
Keyphrases
- linear combination
- constrained optimization
- constrained optimization problems
- constraint handling
- small number
- basis functions
- closed form solutions
- lagrange multipliers
- penalty function
- sparse coding
- objective function
- low rank
- iterative methods
- locally linear
- penalty functions
- set of basis functions
- optimal solution
- optimal kernel
- multiple kernel learning