Spherical random features for polynomial kernels
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minFunc_2012
LICENSE
Lambert_W.m
README.md
approx_kernel_cost_grad.m
approx_kernel_eval.m
find_cutoff.m
gen_RFF.m
model_a4_b20_dim256_num_gaussians10.mat
model_a4_b7_dim256_num_gaussians10.mat
my_gamma.m
offline_model_generation.m
scaled_bessel.m
test.m
usps.mat

README.md

Spherical Random Features (SRF)

  • Please cite our NIPS 2015 paper if you use the code in research.
@inproceedings{SRF_NIPS2015,
  title={Spherical random features for polynomial kernels},
  author={Pennington, Jeffrey and Yu, Felix X. and Kumar, Sanjiv},
  year={2015},
  booktitle={Advances in Neural Information Processing Systems (NIPS)}
}
  • For convenience, we included Mark Schmidt's minFunc