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implement even more bases

Open dsteinberg opened this issue 8 years ago • 0 comments

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

  • [x] RBF ORF
  • [ ] RBF SORF

Neural Net

  • [ ] Random Arc-cosine (see #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 avatar Jun 09 '16 07:06 dsteinberg