273 citations · 1.5k across the 75 of their papers we have counts for
Showing 2023 · stat.MLShow all
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stat.ML2023
Quasi-Monte Carlo Graph Random Features
Isaac Reid, Krzysztof Choromanski, Adrian Weller
We present a novel mechanism to improve the accuracy of the recently-introduced class of graph random features (GRFs). Our method induces negative correlations between the lengths…
stat.ML2023★ 1 cited
Simplex Random Features
Isaac Reid, Krzysztof Choromanski, Valerii Likhosherstov +1
We present Simplex Random Features (SimRFs), a new random feature (RF) mechanism for unbiased approximation of the softmax and Gaussian kernels by geometrical correlation of random…