From Weakly Supervised Learning to Biquality Learning: an Introduction

From Weakly Supervised Learning to Biquality Learning: an Introduction

16 December 2020

Antoine Cornuéjols

Papers citing "From Weakly Supervised Learning to Biquality Learning: an Introduction"

12 / 12 papers shown

Title
Mislabeled examples detection viewed as probing machine learning models: concepts, survey and extensive benchmark Thomas George Pierre Nodet A. Bondu Vincent Lemaire VLM 32 0 0 21 Oct 2024
Robust Semi-Supervised Learning for Self-learning Open-World Classes Wenjuan Xi Xin Song Weili Guo Yang Yang 48 13 0 15 Jan 2024
Biquality Learning: a Framework to Design Algorithms Dealing with Closed-Set Distribution Shifts Pierre Nodet V. Lemaire A. Bondu Antoine Cornuéjols OOD 26 0 0 29 Aug 2023
biquality-learn: a Python library for Biquality Learning Pierre Nodet V. Lemaire A. Bondu Antoine Cornuéjols 14 0 0 18 Aug 2023
Novel Class Discovery: an Introduction and Key Concepts Colin Troisemaine V. Lemaire Stéphane Gosselin Alexandre Reiffers-Masson Joachim Flocon-Cholet Sandrine Vaton 40 21 0 22 Feb 2023
A Comprehensive Review and a Taxonomy of Edge Machine Learning: Requirements, Paradigms, and Techniques Wenbin Li Hakim Hacid Ebtesam Almazrouei Merouane Debbah 34 13 0 16 Feb 2023
Multitask Weakly Supervised Learning for Origin Destination Travel Time Estimation Hongjun Wang Zhiwen Zhang Z. Fan Jiyuan Chen Lingyu Zhang Ryosuke Shibasaki Xuan Song 24 6 0 13 Jan 2023
Découvrir de nouvelles classes dans des données tabulaires Colin Troisemaine Joachim Flocon-Cholet Stéphane Gosselin Sandrine Vaton Alexandre Reiffers-Masson Vincent Lemaire 15 0 0 28 Nov 2022
A Method for Discovering Novel Classes in Tabular Data Colin Troisemaine Joachim Flocon-Cholet Stéphane Gosselin Sandrine Vaton Alexandre Reiffers-Masson V. Lemaire 18 6 0 02 Sep 2022
Open challenges for Machine Learning based Early Decision-Making research A. Bondu Youssef Achenchabe Albert Bifet Fabrice Clérot Antoine Cornuéjols João Gama Georges Hébrail V. Lemaire P. Marteau AI4CE 17 9 0 27 Apr 2022
On the intrinsic robustness to noise of some leading classifiers and symmetric loss function -- an empirical evaluation Hugo Le Baher V. Lemaire Romain Trinquart Polytech Nantes AAML NoLa 22 1 0 22 Oct 2020
Importance Reweighting for Biquality Learning Pierre Nodet V. Lemaire A. Bondu Antoine Cornuéjols NoLa 19 6 0 19 Oct 2020