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Researcher
Andres Algaba
- Keywords:Economics and applied economics, General and logistic services
- Disciplines:General and logistic services, Agricultural, veterinary and food sciences, Engineering and technology, Medical and health sciences
Affiliations
- Data Analytics Laboratory (Research group)
Member
From1 Jan 2022 → Today - Business technology and Operations (Department)
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From1 Dec 2023 → Today - Business technology and Operations (Department)
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From1 Oct 2023 → Today - Doctoraatsbegeleiding (Administrative office)
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From15 Feb 2023 → 30 Sep 2023 - Business technology and Operations (Department)
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From1 Oct 2022 → 30 Nov 2023 - Business technology and Operations (Department)
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From1 Oct 2022 → 20 Oct 2022 - Business technology and Operations (Department)
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From1 Jan 2022 → 30 Sep 2023 - Business technology and Operations (Department)
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From1 Jan 2022 → 20 Oct 2022 - Business (Department)
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From1 Oct 2020 → 15 Oct 2021 - Business (Department)
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From1 Oct 2019 → 30 Sep 2020 - Business (Department)
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From1 Oct 2019 → 30 Sep 2020 - Business (Department)
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From1 Oct 2019 → 30 Sep 2020 - Applied Economics (Department)
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From1 Oct 2019 → 31 Jan 2020 - Applied Economics (Department)
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From1 Oct 2019 → 31 Jan 2020 - Business (Department)
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From8 Apr 2019 → 30 Sep 2019 - Faculty of Economic and Social Sciences and Solvay Business School (Faculty)
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From30 May 2016 → 26 Aug 2020 - Business (Department)
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From1 Oct 2015 → 15 Oct 2021
Projects
1 - 1 of 1
- Conditional Generative Models for Transparent Discrimination Detection and Mitigation in Algorithmic Decision-Making SystemsFrom1 Oct 2023 → TodayFunding: FWO senior postdoctoral fellowship
Publications
1 - 7 of 7
- LUCID-GAN: Conditional Generative Models to Locate Unfairness(2023)Series: Communications in Computer and Information Science
Authors: Andres Algaba, Carmen Mazijn, Carina Prunkl, Jan Danckaert, Vincent Ginis
Pages: 346-367Number of pages: 22 - LUCID: Exposing Algorithmic Bias through Inverse Design(2023)Edition: 12Series: Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023Volume: 37
Authors: Carmen Mazijn, Carina Prunkl, Andres Algaba, Vincent Ginis, Jan Danckaert
Pages: 14391-14399Number of pages: 9 - Daily news sentiment and monthly surveys: A mixed-frequency dynamic factor model for nowcasting consumer confidence(2023)
Authors: Andres Algaba, Samuel Borms, Kris Boudt, Brecht Verbeken
Pages: 266-278 - ECONOMETRICS MEETS SENTIMENT: AN OVERVIEW OF METHODOLOGY AND APPLICATIONS(2020)
Authors: Andres Algaba, David Ardia, Keven Bluteau, Samuel Borms, Kris Boudt
Pages: 512-547 - The variance implied conditional correlation(2020)
Authors: Andres Algaba, Kris Boudt, Steven Vanduffel
Pages: 200-222 - Data Aggregation Filters for Timely Economic and Financial Decision Making(2020)
Authors: Andres Algaba, Kris Boudt, Koen Inghelbrecht
- Generalized financial ratios to predict the equity premium(2017)
Authors: Andres Algaba, Kris Boudt
Pages: 244-257