Conference paper
Dilated Convolution for Time Series Learning
Wang Zhang, Subhro Das, et al.
ICASSP 2025
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.
Wang Zhang, Subhro Das, et al.
ICASSP 2025
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NeurIPS 2023
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ICML 2025
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JMLR