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Random Features for Large-Scale Kernel Machines by Ali Rahimi and Benjamin Recht (2007)

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By Ali Rahimi and Benjamin Recht. Advances in Neural Information Processing Systems 20, 2007.
Official proceedings: proceedings.neurips.cc/paper_files/paper/2007/hash/013a006f03dbc5392effeb8f18fda755-Abstract.html
Author-hosted PDF: people.eecs.berkeley.edu/~brecht/papers/07.rah.rec.nips.pdf
Section 3, random Fourier features, gives the spectral sampling construction and random-offset cosine feature representation.

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