49 citations · 412 across the 50 of their papers we have counts for
Showing 2019 · stat.MLShow all
2 papers · 2 filters
stat.ML2019★ 10 cited
Non-linear aggregation of filters to improve image denoising
Benjamin Guedj, Juliette Rengot
We introduce a novel aggregation method to efficiently perform image denoising. Preliminary filters are aggregated in a non-linear fashion, using a new metric of pixel proximity ba…
stat.ML2019★ 49 cited
A Primer on PAC-Bayesian Learning
Benjamin Guedj
Generalised Bayesian learning algorithms are increasingly popular in machine learning, due to their PAC generalisation properties and flexibility. The present paper aims at providi…