Daphne Lenders

According to our database, Daphne Lenders authored at least 6 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

15 Years of Algorithmic Fairness - Scoping Review of Interdisciplinary Developments in the Field.

Daphne Lenders, Anne Oloo

CoRR, 2024

Interpretable and Fair Mechanisms for Abstaining Classifiers.

Daphne Lenders, Andrea Pugnana, Roberto Pellungrini, Toon Calders, Dino Pedreschi, Fosca Giannotti

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

A Fair Selective Classifier to Put Humans in the Loop.

Daphne Lenders, Andrea Pugnana, Roberto Pellungrini, Toon Calders, Fosca Giannotti, Dino Pedreschi

Proceedings of the 3rd European Workshop on Algorithmic Fairness, 2024

2023

Real-life Performance of Fairness Interventions - Introducing A New Benchmarking Dataset for Fair ML.

Daphne Lenders, Toon Calders

Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing, 2023

Functional Requirements for Interactive Bias-Audit Tools.

Daphne Lenders, Toon Calders

Proceedings of the HHAI 2023: Augmenting Human Intellect, 2023

2021

Learning a Fair Distance Function for Situation Testing.

Daphne Lenders, Toon Calders

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2021