activity
20172026
most citedThe basins of attraction of the global minimizers of the non-convex sparse spike estimation problem

28 citations · 71 across the 18 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2026

Layerwise Error Attribution for Fast and Robust Mixed-Precision Post-Training Quantization

Samy Houache, Yann Traonmilin, Jean-François Aujol

Mixed-precision post-training quantization is a network compression method that assigns bits layer by layer, under a global memory budget using a small calibration set. The main di…

cs.LG2023

Batch-less stochastic gradient descent for compressive learning of deep regularization for image denoising

Hui Shi, Yann Traonmilin, J-F Aujol

We consider the problem of denoising with the help of prior information taken from a database of clean signals or images. Denoising with variational methods is very efficient if a…