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
Orthogonal Random Features (https://arxiv.org/abs/1610.09072)
Neural Net
Random dot product kernels:
Fast Food
Other (Maybe):