Projects per year
Fingerprint
Dive into the research topics where Andres Algaba is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
-
FWOTM1176: Conditional Generative Models for Transparent Discrimination Detection and Mitigation in Algorithmic Decision-Making Systems
1/10/23 → 30/09/26
Project: Fundamental
-
Research output
-
Dataset Artefacts are the Hidden Drivers of the Declining Disruptiveness in Science
Holst, V. T., Algaba, A., Tori, F. J., Wenmackers, S. & Ginis, V., 7 Feb 2024, (Unpublished).Research output: Working paper › Preprint
-
Flexible Counterfactual Explanations with Generative Models
Hellemans, S., Algaba, A., Verboven, S. & Ginis, V., 18 Nov 2024, (Unpublished).Research output: Unpublished contribution to conference › Unpublished paper
-
Large Language Models Reflect Human Citation Patterns with a Heightened Citation Bias
Algaba, A., Mazijn, C., Holst, V. T., Tori, F. J., Wenmackers, S. & Ginis, V., 24 May 2024, (Unpublished).Research output: Working paper › Preprint
-
Daily news sentiment and monthly surveys: A mixed-frequency dynamic factor model for nowcasting consumer confidence
Algaba, A., Borms, S., Boudt, K. & Verbeken, B., 2023, In: International Journal of Forecasting. 39, 1, p. 266-278 13 p., 1.Research output: Contribution to journal › Article › peer-review
Open AccessFile13 Citations (Scopus)1 Downloads (Pure) -
LUCID: Exposing Algorithmic Bias through Inverse Design
Mazijn, C., Prunkl, C., Algaba, A., Ginis, V. & Danckaert, J., 26 Jun 2023, Proceedings of the 37th AAAI Conference On Artificial Intelligence. Williams, B., Chen, Y. & Neville, J. (eds.). 12 ed. AAAI, Vol. 37. p. 14391-14399 9 p. (Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023; vol. 37).Research output: Chapter in Book/Report/Conference proceeding › Conference paper
Open Access1 Citation (Scopus)
Datasets
-
Raw data for Large Language Models Reflect Human Citation Patterns with a Heightened Citation Bias
Algaba, A. (Creator), Mazijn, C. (Creator), Holst, V. T. (Creator), Tori, F. J. (Creator), Wenmackers, S. (Creator) & Ginis, V. (Creator), Zenodo, 25 May 2024
Dataset
-
Replication Data for "Dataset Artefacts are the Hidden Drivers of the Declining Disruptiveness in Science"
Holst, V. T. (Creator), Algaba, A. (Creator), Tori, F. J. (Creator), Wenmackers, S. (Creator) & Ginis, V. (Creator), Zenodo, 16 Feb 2024
Dataset
Activities
-
fORum voor opleidingsraadvoorzitters
Andres Algaba (Speaker) & Marijke Van Vlasselaer (Speaker)
18 Dec 2023Activity: Talk or presentation › Talk at a public lecture/debate
-
Bias and Fairness in Machine Learning
Carmen Mazijn (Speaker) & Andres Algaba (Speaker)
10 Mar 2022Activity: Talk or presentation › Talk at an external academic organisation
-
Nowcasting GDP growth using media news articles
Arno De Block (Speaker), Andres Algaba (Contributor), Geert Langenus (Contributor) & Peter Reusens (Contributor)
20 Dec 2020Activity: Talk or presentation › Talk or presentation at a conference
Thesis
-
Algoritmische discriminatie op de Belgische arbeidsmarkt.
Author: Matadi Malongo, V. E., Algaba, A. & Gerassimenko, A., Dec 2023Student thesis: Master's Thesis
-
Artificial Intelligence in Disease Diagnosis: Patient's Trust and Concerns in Algorithmic Disease Diagnosis and Treatment
Author: Singh, S., Algaba, A. & Grégoire, E., Aug 2024Student thesis: Master's Thesis
-
De mismatch tussen algoritmische eerlijkheidsdefinities en wat mensen écht eerlijk vinden.
Author: Ponet, J. A. L., Algaba, A. & Craninx, L., May 2024Student thesis: Master's Thesis
-
Demografische invloed op enkele verzekeringsbeginselen en hun regelgeving bij het gebruik van automatische besluitvorming: een analytisch onderzoek
Author: De Bock, G., Algaba, A. & Courtens, F. M., Aug 2024Student thesis: Master's Thesis
-
Een empirische analyse naar de trade-off tussen algoritmische fairness en performantie in verzekeringen.
Author: Sarkisian, A., Algaba, A. & De Block, A., May 2024Student thesis: Master's Thesis