Isabel Valera

Isabel Valera

Max Planck Institut für Entwicklungsbiologie - Tübingen / Germany
Engineering & Technology / Computer Science
AD Scientific Index ID: 4433702
Max Planck Institute for Developmental Biology
person_outline Isabel Valera's MOST POPULAR ARTICLES
1-) Fairness beyond disparate treatment & disparate impact: Learning classification without disparate mistreatment Proceedings of the 26th international conference on world wide web, 1171-1180, 2017
2-) Fairness Constraints: A Flexible Approach for Fair Classification. J. Mach. Learn. Res. 20 (75), 1-42, 2019
3-) Handling incomplete heterogeneous data using VAEs Pattern Recognition, 2020
4-) Model-Agnostic Counterfactual Explanations for Consequential Decisions Proceedings of the Twenty Third International Conference on Artificial …, 2020
5-) Model-Agnostic Counterfactual Explanations for Consequential DecisionsAH Karimi, G Barthe, B Balle, I ValeraProceedings of the Twenty Third International Conference on Artificial …, 20203882020