1 code implementation • 30 Jun 2021 • Simon Tihon, Muhammad Usama Javaid, Damien Fourure, Nicolas Posocco, Thomas Peel
Missing data is a recurrent and challenging problem, especially when using machine learning algorithms for real-world applications.
no code implementations • 19 Apr 2021 • Madalina Ciortan, Romain Dupuis, Thomas Peel
We propose a framework using contrastive learning as a pre-training task to perform image classification in the presence of noisy labels.
1 code implementation • ACL 2019 • Léo Bouscarrat, Antoine Bonnefoy, Thomas Peel, Cécile Pereira
Our method creates an extractive summary by selecting the sentences with the closest embeddings to the document embedding.
no code implementations • NeurIPS 2010 • Thomas Peel, Sandrine Anthoine, Liva Ralaivola
They are expressed with respect to empirical estimates of either the variance of q or the conditional variance that appears in the Bernstein-type inequality for U-statistics derived by Arcones [2].