Masami Akamine, Jitendra Ajmera
IEICE Trans Inf Syst
In this paper, we elaborate on the well-known relationship between Gaussian Processes (GP) and Support Vector Machines (SVM) under some convex assumptions for the loss functions. This paper concentrates on the derivation of the evidence and error bar approximation for regression problems. An error bar formula is derived based on the ε-insensitive loss function.
Masami Akamine, Jitendra Ajmera
IEICE Trans Inf Syst
Paula Harder, Venkatesh Ramesh, et al.
EGU 2023
Els van Herreweghen, Uta Wille
USENIX Workshop on Smartcard Technology 1999
C.A. Micchelli, W.L. Miranker
Journal of the ACM