Andres Algaba

According to our database, Andres Algaba authored at least 8 papers between 2023 and 2025.

Collaborative distances:

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

2025

Decision-centric fairness: Evaluation and optimization for resource allocation problems.

Simon De Vos, Jente Van Belle, Andres Algaba, Wouter Verbeke, Sam Verboven

CoRR, April, 2025

How Deep Do Large Language Models Internalize Scientific Literature and Citation Practices?

Andres Algaba, Vincent Holst, Floriano Tori, Melika Mobini, Brecht Verbeken, Sylvia Wenmackers, Vincent Ginis

CoRR, April, 2025

Flexible Counterfactual Explanations with Generative Models.

Stig Hellemans, Andres Algaba, Sam Verboven, Vincent Ginis

CoRR, February, 2025

The Relationship Between Reasoning and Performance in Large Language Models - o3 (mini) Thinks Harder, Not Longer.

Marthe Ballon, Andres Algaba, Vincent Ginis

CoRR, February, 2025

Large Language Models Reflect Human Citation Patterns with a Heightened Citation Bias.

Andres Algaba, Carmen Mazijn, Vincent Holst, Floriano Tori, Sylvia Wenmackers, Vincent Ginis

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025

2024

Dataset Artefacts are the Hidden Drivers of the Declining Disruptiveness in Science.

Vincent Holst, Andres Algaba, Floriano Tori, Sylvia Wenmackers, Vincent Ginis

CoRR, 2024

2023

LUCID-GAN: Conditional Generative Models to Locate Unfairness.

Andres Algaba, Carmen Mazijn, Carina Prunkl, Jan Danckaert, Vincent Ginis

Proceedings of the Explainable Artificial Intelligence, 2023

LUCID: Exposing Algorithmic Bias through Inverse Design.

Carmen Mazijn, Carina Prunkl, Andres Algaba, Jan Danckaert, Vincent Ginis

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023