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20132026
most citedCompositional Embeddings Using Complementary Partitions for Memory-Efficient Recommendation Systems

91 citations · 505 across the 35 of their papers we have counts for

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stat.ML2014★ 59 cited

Quasi-Monte Carlo Feature Maps for Shift-Invariant Kernels

Haim Avron, Vikas Sindhwani, Jiyan Yang +1

We consider the problem of improving the efficiency of randomized Fourier feature maps to accelerate training and testing speed of kernel methods on large datasets. These approxima…