Gilles Gasso

Recovering Sparse Signals With a Certain Family of Nonconvex Penalties and DC Programming

Gilles Gasso, Alain Rakotomamonjy, Stéphane Canu · IEEE Transactions on Signal Processing · 2009 · 304 citations

Mathematical Programming, Numerical Analysis, Engineering +19

Histogram of gradients of Time-Frequency Representations for Audio Scene Detection

Alain Rakotomamonjy, Gilles Gasso · IEEE/ACM Transactions on Audio Speech and Language Processing · 2014 · 171 citations · Full text

Engineering, Machine Learning, Audio Scene Detection +17

$\ell_{p}-\ell_{q}$ Penalty for Sparse Linear and Sparse Multiple Kernel Multitask Learning

Alain Rakotomamonjy, Rémi Flamary, Gilles Gasso et al. · IEEE Transactions on Neural Networks · 2011 · 90 citations · Full text

Mathematical Programming, Sparse Representation, Engineering +15

Gradient-based deterministic inversion of geophysical data with generative adversarial networks: Is it feasible?

Eric Laloy, Niklas Linde, Cyprien Ruffino et al. · Computers & Geosciences · 2019 · 67 citations · Full text

Geophysics, Engineering, Machine Learning +12

Palmprint recognition with an efficient data driven ensemble classifier

Imad Rida, Romain Hérault, Gian Luca Marcialis et al. · Pattern Recognition Letters · 2018 · 61 citations · Full text

Image Analysis, Machine Learning, Data Science +9