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Semi-supervised {NMF} with time-frequency annotations for single-channel sour...
International audience -
Risk estimation for matrix recovery with spectral regularization
This version is an update of our original paper presented at ICML'2012 workshop on Sparsity, Dictionaries and Projections in Machine Learning and Signal Processing. -
Noisy low-rank matrix completion with general sampling distribution
In the present paper we consider the problem of matrix completion with noise for general sampling schemes. Unlike previous works, in our construction we do not need to... -
Low-rank optimization with trace norm penalty
International audience -
Online Matrix Completion Through Nuclear Norm Regularisation
Corrected a typo in the affiliation
