Project
Exploring Data: Theoretical Foundations and Applications to Web, Multimedia, and Omics Data
Researchers
- Tijl De Bie (Promoter)
Department of Electronics and information systems
Duration: 1 Jan 2017 → 31 Dec 2021 - Rik Van de Walle (Co-promoter)
Department of Electronics and information systems
Duration: 1 Jan 2017 → Today
Project partners
- Department of Electronics and information systems (Department)From1 Jan 2017 → 31 Dec 2021
Funding
1 - 1 of 1 results
- Funding: FWO research project (including WEAVE projects)(Principal funding)
Funding party: Research Foundation Flanders
Policy level funding: Flemish
Publications
1 - 10 of 14
- Maximal fairness(2023)
Authors: Marybeth Defrance, Tijl De Bie
Pages: 851 - 880 - The curse revisited : when are distances informative for the ground truth in noisy high-dimensional data?(2022)Volume: 151
Authors: Robin Vandaele, Bo Kang, Tijl De Bie, Yvan Saeys, G Camps-Valls
Number of pages: 1 - EvalNE : a framework for network embedding evaluation(2022)
Authors: Alexandru-Cristian Mara, Jefrey Lijffijt, Tijl De Bie
- RankFormer : listwise learning-to-rank using listwide labels(2023)
Authors: Maarten Buyl, Paul Missault, Pierre-Antoine Sondag
Pages: 3762 - 3773 - Gaussian embedding of temporal networks(2023)
Authors: Raphaël Romero, Jefrey Lijffijt, Riccardo Rastelli, Marco Corneli, Tijl De Bie
Pages: 117971 - 117983 - FEIR : quantifying and reducing envy and inferiority for fair recommendation of limited resources(2023)Volume: 3490
Authors: Nan Li, Bo Kang, Jefrey Lijffijt, Tijl De Bie, Mesut Kaya, Toine Bogers, David Graus, Chris Johnson, Jens-Joris Decorte
Number of pages: 1 - Inherent limitations of AI fairness(2024)
Authors: Maarten Buyl, Tijl De Bie
Pages: 48 - 55 - Optimal transport of classifiers to fairness(2022)
Authors: Maarten Buyl, Tijl De Bie, S. Koyejo, S. Mohamed, A. Agarwal, D. Belgrave, K. Cho, A. Oh
Number of pages: 1 - Automating data science(2022)
Authors: Tijl De Bie, Luc De Raedt, José Hernández-Orallo, Holger H. Hoos, Padhraic Smyth, Christopher K. I. Williams
Pages: 76 - 87 - Tackling algorithmic disability discrimination in the hiring process : an ethical, legal and technical analysis(2022)
Authors: Maarten Buyl, Christina Cociancig, Cristina Frattone, Nele Roekens
Pages: 1071 - 1082