
The author establishes explicit representer theorems for solutions of learning problems in reproducing kernel Banach spaces, promoting sparsity and efficient learning.


coremsg

sparse-representer-theorems-for-learning-in-reproducing-kernel-banach-spaces


Sparse Representer Theorems for Learning in Reproducing Kernel Banach Spaces


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Revealing the explicit representer theorem for sparse learning solutions in RKBS.



Reproducing Kernel Banach Spaces promote sparsity in learning solutions.


sparse-representer-theorems-for-learning-in-reproducing-kernel-banach-spaces-understanding-sparsity-promotion


Sparse Representer Theorems for Learning in Reproducing Kernel Banach Spaces: Understanding Sparsity Promotion
