Axel Abels

According to our database, Axel Abels authored at least 10 papers between 2019 and 2025.

Collaborative distances:

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

2025

Optimizing Resources for On-the-Fly Label Estimation with Multiple Unknown Medical Experts.

Tim Bary, Tiffanie Godelaine, Axel Abels, Benoît Macq

CoRR, October, 2025

Collective Intelligence in Decision-Making with Non-Stationary Experts.

Axel Abels, Vito Trianni, Ann Nowé, Tom Lenaerts

J. Artif. Intell. Res., 2025

Wisdom from Diversity: Bias Mitigation Through Hybrid Human-LLM Crowds.

Axel Abels, Tom Lenaerts

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

Artificial Delegates Resolve Fairness Issues in Perpetual Voting with Partial Turnout.

Apurva Shah, Axel Abels, Ann Nowé, Tom Lenaerts

Proceedings of the ACM Collective Intelligence Conference, 2025

2024

Mitigating Biases in Collective Decision-Making: Enhancing Performance in the Face of Fake News.

Axel Abels, Elias Fernández Domingos, Ann Nowé, Tom Lenaerts

CoRR, 2024

2023

Dealing with expert bias in collective decision-making.

Axel Abels, Tom Lenaerts, Vito Trianni, Ann Nowé

Artif. Intell., July, 2023

Expertise Trees Resolve Knowledge Limitations in Collective Decision-Making.

Axel Abels, Tom Lenaerts, Vito Trianni, Ann Nowé

Proceedings of the International Conference on Machine Learning, 2023

2020

How Expert Confidence Can Improve Collective Decision-Making in Contextual Multi-Armed Bandit Problems.

Axel Abels, Tom Lenaerts, Vito Trianni, Ann Nowé

Proceedings of the Computational Collective Intelligence - 12th International Conference, 2020

Collective Decision-Making as a Contextual Multi-armed Bandit Problem.

Axel Abels, Tom Lenaerts, Vito Trianni, Ann Nowé

Proceedings of the Computational Collective Intelligence - 12th International Conference, 2020

2019

Dynamic Weights in Multi-Objective Deep Reinforcement Learning.

Axel Abels, Diederik M. Roijers, Tom Lenaerts, Ann Nowé, Denis Steckelmacher

Proceedings of the 36th International Conference on Machine Learning, 2019