Scalable Operator Learning via Nyström Approximation With Denoising Applications

Naveen Gupta, Vaibhav Silmana, S. Sivananthan

In this paper, we study Nyström subsampling for vector-valued regression in vector-valued reproducing kernel Hilbert spaces. Standard kernel methods often suffer from prohibitive…