1 code implementation • 28 Sep 2023 • Gregory Scafarto, Madalina Ciortan, Simon Tihon, Quentin Ferre
Unsupervised learning allows us to leverage unlabelled data, which has become abundantly available, and to create embeddings that are usable on a variety of downstream tasks.
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.
1 code implementation • 30 Jun 2021 • Damien Fourure, Muhammad Usama Javaid, Nicolas Posocco, Simon Tihon
Moreover, we show that the F1-score and the AVPR cannot be used to compare performances on different datasets as they do not reflect the intrinsic difficulty of modeling such data.