13 citations · 32 across the 9 of their papers we have counts for
3 papers · 1 filter
COL0RME: Super-resolution microscopy based on sparse blinking/fluctuating fluorophore localization and intensity estimation
Vasiliki Stergiopoulou, Luca Calatroni, José Henrique de Morais Goulart +2
To overcome the physical barriers caused by light diffraction, super-resolution techniques are often applied in fluorescence microscopy. State-of-the-art approaches require specifi…
A Random Matrix Perspective on Random Tensors
José Henrique de Morais Goulart, Romain Couillet, Pierre Comon
Tensor models play an increasingly prominent role in many fields, notably in machine learning. In several applications, such as community detection, topic modeling and Gaussian mix…
Joint Majorization-Minimization for Nonnegative Matrix Factorization with the -divergence
Arthur Marmin, José Henrique de Morais Goulart, Cédric Févotte
This article proposes new multiplicative updates for nonnegative matrix factorization (NMF) with the -divergence objective function. Our new updates are derived from a joint maj…