Jihun Yun, Peng Zheng, et al.
ICML 2019
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.
Jihun Yun, Peng Zheng, et al.
ICML 2019
Arthur Nádas
IEEE Transactions on Neural Networks
Ronen Feldman, Martin Charles Golumbic
Ann. Math. Artif. Intell.
Bing Zhang, Mikio Takeuchi, et al.
NAACL 2025