Data-Driven Kernel Designs for Optimized Greedy Schemes: A Machine Learning Perspective.
Tizian WenzelFrancesco MarchettiEmma PerracchionePublished in: SIAM J. Sci. Comput. (2024)
Keyphrases
- data driven
- greedy algorithm
- kernel function
- component analysis
- search algorithm
- dynamic programming
- kernel methods
- search space
- gaussian processes
- partial least squares regression
- case study
- kernel space
- special case
- greedy algorithms
- linear combination
- sparse kernel
- information retrieval
- support vector
- decision trees
- feature selection