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Nicholas Sterge

Statistical Optimality and Computational Efficiency of Nyström Kernel PCA

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May 19, 2021
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Gain with no Pain: Efficient Kernel-PCA by Nyström Sampling

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Jul 11, 2019
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Approximate Kernel PCA Using Random Features: Computational vs. Statistical Trade-off

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Jun 12, 2018
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