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implement even more bases #87

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dsteinberg opened this issue Jun 9, 2016 · 0 comments

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dsteinberg commented Jun 9, 2016 •

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Orthogonal Random Features (https://arxiv.org/abs/1610.09072)

RBF ORF
RBF SORF

Neural Net

Random Arc-cosine (see Implement random arc-cosine features #128)

Random dot product kernels:

http://www.jmlr.org/proceedings/papers/v22/kar12/kar12.pdf

Fast Food

Piecewise linear basis (A La Carte paper)

Other (Maybe):

Tensor Sketch polynomial (http://www.itu.dk/people/pagh/papers/tensorsketch.pdf)
Feature hashing (http://scikit-learn.org/stable/modules/feature_extraction.html#feature-hashing)
Fourier bases
Wavelet bases

dsteinberg added the someday/maybe label

dsteinberg added this to the Nice to have... maybe milestone

dsteinberg added enhancement and removed someday/maybe labels

dsteinberg modified the milestones: Release 0.6, Nice to have... maybe

dsteinberg mentioned this issue

Implement random arc-cosine features #128

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