Akash Saha

Learning with Operator-valued Kernels in Reproducing Kernel Krein Spaces

Operator-valued kernels have shown promise in supervised learning problems with functional inputs and functional outputs. The crucial (and possibly restrictive) assumption of positive definiteness of operator-valued kernels has been instrumental in developing efficient algorithms. In this work, we c…