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20122022
most citedOperator-Valued Bochner Theorem, Fourier Feature Maps for Operator-Valued Kernels, and Vector-Valued Learning

11 citations · 27 across the 8 of their papers we have counts for

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Showing 2016Show all

2 papers · 1 filter

cs.CV2016★ 2 cited

Kernel Methods on Approximate Infinite-Dimensional Covariance Operators for Image Classification

Hà Quang Minh, Marco San Biagio, Loris Bazzani +1

This paper presents a novel framework for visual object recognition using infinite-dimensional covariance operators of input features in the paradigm of kernel methods on infinite-…

cs.LG2016★ 11 cited

Operator-Valued Bochner Theorem, Fourier Feature Maps for Operator-Valued Kernels, and Vector-Valued Learning

Ha Quang Minh

This paper presents a framework for computing random operator-valued feature maps for operator-valued positive definite kernels. This is a generalization of the random Fourier feat…