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20152020
most citedThe basins of attraction of the global minimizers of the non-convex sparse spike estimation problem

28 citations · 71 across the 9 of their papers we have counts for

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Showing 2017Show all

2 papers · 1 filter

stat.ML2017

Compressive Statistical Learning with Random Feature Moments

Rémi Gribonval, Gilles Blanchard, Nicolas Keriven +1

We describe a general framework -- compressive statistical learning -- for resource-efficient large-scale learning: the training collection is compressed in one pass into a low-dim…

cs.IT2017

Compressed sensing in Hilbert spaces

Yann Traonmilin, Gilles Puy, Rémi Gribonval +1

In many linear inverse problems, we want to estimate an unknown vector belonging to a high-dimensional (or infinite-dimensional) space from few linear measurements. To overcome the…