Data adaptive RKHS Tikhonov regularization for learning kernels in operators.

Fei Lu Quanjun Lang Qingci An

Published in: MSML (2022)

Keyphrases

kernel methods
prior knowledge
data points
reproducing kernel hilbert space
input data
training samples
missing data
learning algorithm
training data
active learning
supervised learning
maximum likelihood
learning problems