ESIEE Paris

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20072025

most citedDeep Ordinal Regression Network for Monocular Depth Estimation

172 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions

Showing 2020 · math.OCShow all

3 papers · 2 filters

math.OC2020★ 10 cited

Stochastic optimization with momentum: convergence, fluctuations, and traps avoidance

A. Barakat, P. Bianchi, W. Hachem +1

In this paper, a general stochastic optimization procedure is studied, unifying several variants of the stochastic gradient descent such as, among others, the stochastic heavy ball…

math.OC2020★ 8 cited

Sparse Signal Reconstruction for Nonlinear Models via Piecewise Rational Optimization

Arthur Marmin, Marc Castella, Jean-Christophe Pesquet +1

We propose a method to reconstruct sparse signals degraded by a nonlinear distortion and acquired at a limited sampling rate. Our method formulates the reconstruction problem as a…

math.OC2020★ 28 cited

SPOQ $ℓ_{p}$ -Over- $ℓ_{q}$ Regularization for Sparse Signal Recovery applied to Mass Spectrometry

Afef Cherni, Emilie Chouzenoux, Laurent Duval +1

Underdetermined or ill-posed inverse problems require additional information for \ldd{d} sound solutions with tractable optimization algorithms. Sparsity yields consequent heuristi…

Stochastic optimization with momentum: convergence, fluctuations, and traps avoidance

Sparse Signal Reconstruction for Nonlinear Models via Piecewise Rational Optimization

SPOQ ℓp​-Over-ℓq​ Regularization for Sparse Signal Recovery applied to Mass Spectrometry

SPOQ $ℓ_{p}$ -Over- $ℓ_{q}$ Regularization for Sparse Signal Recovery applied to Mass Spectrometry