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Fast informed nonnegative matrix factorization for mobile sensor calibration
Farouk Yahaya, Matthieu Puigt, Olivier Vu Thanh, Gilles Delmaire, Gilles Roussel
In situ calibration of cross-sensitive sensors in mobile sensor arrays using fast informed non-negative matrix factorization
Matthieu Puigt, Farouk Yahaya, Gilles Delmaire, Gilles Roussel, others
In situ calibration of cross-sensitive sensors in mobile sensor arrays using fast informed non-negative matrix factorization
Olivier Vu Thanh, Matthieu Puigt, Farouk Yahaya, Gilles Delmaire, Gilles Roussel
Random projection streams for (weighted) nonnegative matrix factorization
Farouk Yahaya, Matthieu Puigt, Gilles Delmaire, Gilles Roussel
Accélération de la factorisation pondérée en matrices non-négatives par projections aléatoires
Farouk Yahaya, Matthieu Puigt, Gilles Delmaire, Gilles Roussel
Cartographie et étalonnage de capteurs conjoints par traitement des données issues de capteurs mobiles
Matthieu Puigt, Clément Dorffer, Farouk Yahaya, Gilles Delmaire, Gilles Roussel
Fast & furious: accelerating weighted NMF using random projections
Farouk Yahaya, Matthieu Puigt, Gilles Delmaire, Gilles Roussel
How to apply random projections to nonnegative matrix factorization with missing entries?
Farouk Yahaya, Matthieu Puigt, Gilles Delmaire, Gilles Roussel
NMF for Big Data with Missing Entries: A Random Projection Based Approach
Farouk Yahaya, Matthieu Puigt, Gilles Delmaire, Gilles Roussel
Non-Negative Matrix Factorization with Missing Entries: A Random Projection Based Approach
Farouk Yahaya, Matthieu Puigt, Gilles Delmaire, Gilles Roussel