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06/12/2016
Efficient KLMS and KRLS Algorithms: A Random Fourier Feature Perspective
We present a new framework for online Least Squares algorithms for nonli...
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01/04/2016
Robust Non-linear Regression: A Greedy Approach Employing Kernels with Application to Image Denoising
We consider the task of robust non-linear regression in the presence of ...
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03/09/2013
Complex Support Vector Machines for Regression and Quaternary Classification
The paper presents a new framework for complex Support Vector Regression...
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11/27/2010