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- Centre National de la Recherche ScientifiqueFR614 papers
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Showing 2016 · cs.LGShow all
2 papers · 2 filters
cs.LG2016★ 102 cited
Orthogonal Random Features
Felix X. Yu, Ananda Theertha Suresh, Krzysztof Choromanski +2
We present an intriguing discovery related to Random Fourier Features: in Gaussian kernel approximation, replacing the random Gaussian matrix by a properly scaled random orthogonal…
cs.LG2016★ 56 cited
Low-tubal-rank Tensor Completion using Alternating Minimization
Xiao-Yang Liu, Shuchin Aeron, Vaneet Aggarwal +1
The low-tubal-rank tensor model has been recently proposed for real-world multidimensional data. In this paper, we study the low-tubal-rank tensor completion problem, i.e., to reco…