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04/12/2022
Local Random Feature Approximations of the Gaussian Kernel
A fundamental drawback of kernel-based statistical models is their limit...
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02/04/2022
Complex-to-Real Random Features for Polynomial Kernels
Kernel methods are ubiquitous in statistical modeling due to their theor...
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01/21/2022
Improved Random Features for Dot Product Kernels
Dot product kernels, such as polynomial and exponential (softmax) kernel...
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12/28/2019
Transfer Learning for Brain Tumor Segmentation
Gliomas are the most common malignant brain tumors that are treated with...
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10/22/2019
