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| Title | Presenter(s) | Year | Affiliate Institution | Paper |
|---|---|---|---|---|
| Bias Correction in Loan Applications for Microentrepreneurs | Stephen Morales-Armijos, Erick Pichardo, Dr Gonzalo Romero, Dr María Óskarsdóttir,⁵, Dr Cristián Bravo | 2025 | Western University, MiBanco, University of Toronto, University of Southampton, Reykjavik University | Download Abstract (PDF) |
| Beyond the Models: the Leadership Imperative in Credit Risk Management | Mr Marc Gaudart, Elizabeth Reed | 2025 | Trent, Nationwide Building Society | Download Abstract (PDF) |
| Augmenting Credit Risk and Affordability Solutions with Credit Balance Information | Mr Richard Watson | 2025 | TransUnion | Download Abstract (PDF) / Download Slides (PDF) |
| Are the most vulnerable offered fair access to credit? | Mrs Justyna Bialobrzeska | 2025 | TransUnion | Download Abstract (PDF) |
| An innovative approach to transitional risk scenario modelling | Mr Dan Mclean, Mr Keith Church, Mr Pete Sewart, Mr Dominic Bellamy | 2025 | 4most | Download Abstract (PDF) / Download Slides (PDF) |
| An extendable, integrated, and dynamic approach to forecasting and stress testing credit risk | Prof Conrad Beyers, Dr Arno Botha, Mr Marcel Muller | 2025 | University of Pretoria | Download Abstract (PDF) / Download Paper (PDF) |
| An approach to integrate generative artificial intelligence into automated credit decision-making processes | Mr. Lorenzo Quirini, Mr. Giulio Mariani, Mr. Leandro Guerra | 2025 | Banca Monte dei Paschi di Siena, Experian | Download Abstract (PDF) / Download Paper (PDF) / Download Slides (PDF) |
| An Application of Credit Scoring Under the Stress of Military Conflict: The Case Study of Ukraine, Continuation (2025) | Dr Denys Osipenko | 2025 | The University of Edinburgh Business School | Download Abstract (PDF) / Download Paper (PDF) |
| Algorithmic Fairness on Imbalanced Datasets | Dr Yujia Chen, Professor Raffaella Calabrese | 2025 | University of Edinburgh Business School | Download Abstract (PDF) |
| AI-Powered Credit Limit Decisions for Revolving Credit, A Reinforcement Learning Approach | Konstantinos Bousoulas, Andrea Lunelli | 2025 | Advanzia Bank SA, Munsbach | Download Abstract (PDF) / Download Paper (PDF) / Download Slides (PDF) |
| Agri loan monitoring with remote sensing data in Africa | EngD Tanya Lagoda | 2025 | Rabo Partnerships | |
| A proposal for a bias and fairness framework that works in practice | Mr Jakob Kisiala | 2025 | True North Partners | Download Abstract (PDF) / Download Poster (PDF) |
| A Parametric Machine Learning approach to Affordability | Dr. Matthew Turner, Dr. Stephen Miller | 2025 | Equifax | Download Abstract (PDF) |
| A novel regularization method PB - Positive Beta | Ugur Bassoy, Karol Przanowski, Ahmed Abu Deiab | 2025 | ING Hubs Poland | Download Abstract (PDF) |
| A Novel Dynamic Ensemble Learning (DEL) Framework to Combat The Dataset Shift: The Case of Loss Given Default | Dr Junfeng Zhang, Prof Galina Andreeva, Dr Yizhe Dong | 2025 | University of Edinburgh | Download Abstract (PDF) / Download Paper (PDF) |