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eess.SP2020
Gaussian Compression Stream: Principle and Preliminary Results
Farouk Yahaya, Matthieu Puigt, Gilles Delmaire +1
Random projections became popular tools to process big data. In particular, when applied to Nonnegative Matrix Factorization (NMF), it was shown that structured random projections…
eess.SP2018★ 3 cited
Faster-than-fast NMF using random projections and Nesterov iterations
Farouk Yahaya, Matthieu Puigt, Gilles Delmaire +1
Random projections have been recently implemented in Nonnegative Matrix Factorization (NMF) to speed-up the NMF computations, with a negligible loss of performance. In this paper,…