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10/25/2021
NetMF+: Network Embedding Based on Fast and Effective Single-Pass Randomized Matrix Factorization
In this work, we propose NetMF+, a fast, memory-efficient, scalable, and...
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10/16/2018
Faster Matrix Completion Using Randomized SVD
Matrix completion is a widely used technique for image inpainting and pe...
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04/17/2018
Fast and Accurate Tensor Completion with Tensor Trains: A System Identification Approach
We propose a novel tensor completion approach by equating it to a system...
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04/14/2017
