Simon Foucart

Hard Thresholding Pursuit: An Algorithm for Compressive Sensing

Simon Foucart · SIAM Journal on Numerical Analysis · 2011 · 496 citations

Hard Thresholding Pursuit, Sparse Solutions, Sparse Representation +9

Nonlinear Approximation and (Deep) $$\mathrm {ReLU}$$ Networks

Ingrid Daubechies, Ronald DeVore, Simon Foucart et al. · Constructive Approximation · 2021 · 183 citations

Engineering, Nonlinear Approximation, Deep Learning +2

Exponential Decay of Reconstruction Error From Binary Measurements of Sparse Signals

Richard G. Baraniuk, Simon Foucart, Deanna Needell et al. · IEEE Transactions on Information Theory · 2017 · 112 citations

Engineering, Atomic Decomposition, Adaptive Thresholding +16

Nonlinear Approximation and (Deep) ReLU Networks

Ingrid Daubechies, Ronald DeVore, Simon Foucart et al. · arXiv (Cornell University) · 2019 · 104 citations · Full text

Geometric Learning, Deep Neural Networks, Engineering +13

Hard thresholding pursuit algorithms: Number of iterations

Jean-Luc Bouchot, Simon Foucart, Paweł Hitczenko · Applied and Computational Harmonic Analysis · 2016 · 70 citations · Full text

Sparse Representation, Engineering, Compressive Sensing +5