Streaming Kernel PCA with $\tilde{O}(\sqrt{n})$ Random Features

Md Enayat Ullah, Poorya Mianjy, Teodor Vanislavov Marinov, Raman Arora

May-26-2025, 07:38:16 GMT–Neural Information Processing Systems

Furthermore, we give a memory efficient streaming algorithm based on classical Oja's algorithm that achieves this rate.

artificial intelligence, data mining, machine learning, (20 more...)

Neural Information Processing Systems

May-26-2025, 07:38:16 GMT

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    - Machine Learning > Statistical Learning (1.00)
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Streaming Kernel PCA with $\tilde{O}(\sqrt{n})$ Random Features
Streaming Kernel PCA with $\tilde{O}(\sqrt{n})$ Random Features

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