103 citations · 179 across the 7 of their papers we have counts for
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stat.ML2013★ 60 cited
Compact Random Feature Maps
Raffay Hamid, Ying Xiao, Alex Gittens +1
Kernel approximation using randomized feature maps has recently gained a lot of interest. In this work, we identify that previous approaches for polynomial kernel approximation cre…
cs.LG2013★ 5 cited
Fourier PCA and Robust Tensor Decomposition
Navin Goyal, Santosh Vempala, Ying Xiao
Fourier PCA is Principal Component Analysis of a matrix obtained from higher order derivatives of the logarithm of the Fourier transform of a distribution.We make this method algor…