Ankit Vishnubhotla, Charlotte Loh, et al.
NeurIPS 2023
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.
Ankit Vishnubhotla, Charlotte Loh, et al.
NeurIPS 2023
A. Manzalini, R. Minerva, et al.
ICIN 2013
Anurag Ajay, Seungwook Han, et al.
NeurIPS 2023
Zhikun Yuen, Paula Branco, et al.
DSAA 2023