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| Title | Presenter(s) | Year | Affiliate Institution | Paper |
|---|---|---|---|---|
| Fair Models in Credit: Intersectional Discrimination and the Amplification of Inequity | Miss Savina Kim, Professor Galina Andreeva, Professor Stefan Lessmann, Professor Michael Rovatsos | 2023 | University of Edinburgh Business School, Edinburgh Futures Institute | Download Abstract (PDF) |
| Fairness in Machine Learning Models for Banking Applications | Dr Remi Cuchillo | 2023 | Barclays | Download Abstract (PDF) |
| Financial Distress Prediction: The Influence of the Text of a Business Plan | Professor Guotai Chi, Professor Ying Zhou, Dr Zhipeng Zhang, Miss Ying Liu | 2023 | Dalian University of Technology, Shanghai Jiao Tong University | Download Abstract (PDF) |
| First-to-saturate Principle for Consistent Explanations of Neural Networks | Dr Scott Zoldi, Dr Joseph Murray, Dr Joseph Murray Mr Krzysztof Nalborski | 2023 | FICO | Download Slides (PDF) |
| Forecasting the Auction Price of Collateralised NPLs Using Machine Learning | Mr Nicolo Ceneda, Professor Damiano Brigo, Walter Distaso, Chair in Mathematical Finance | 2023 | Imperial College London | Download Abstract (PDF) |
| Forward-Looking Loan Loss Provisioning Under Imperfect Forecasts | Ms Hristiana Vidinova | 2023 | University of Chicago | Download Paper (PDF) |
| Heuristics for Clustering Risk Ranking Scores into Risk Grades: A Comparative study | Geyer Bisschoff, Geyer Bisschoff Mr Alexander Marianski, Mr Levinthran Kuruparam, Mr Rahul Naithan Basra | 2023 | Deloitte | Download Abstract (PDF) |
| Hu(man) vs. Machine | Ms Wen Li Chan, Dr Hsin-Vonn Seow | 2023 | University of Nottingham Malaysia | Download Abstract (PDF) |
| Identifying Model Risks during Model Development | Mr Matthew Freeman | 2023 | APDS Consulting Ltd | Download Abstract (PDF) / Download Slides (PDF) |
| Identifying The Financially Vulnerable Using Bureau Data | Mr Neil Hancox | 2023 | Transunion | Download Abstract (PDF) |
| Impact of the COVID-19 Pandemic on the Credit Default Swap Market | Kirill Romanyuk | 2023 | HSE University | Download Paper (PDF) |
| Metamorphic Exploration for Machine Learning Validation and Model Selection | Zhihao Ying, Anthony Bellotti, Dr Joe Breeden, Professor Dave Towey | 2023 | University Of Nottingham Ningbo China | Download Slides (PDF) |
| Model Development: Learnings Taken from Building Credit Risk Models in a Developing Country | Miss Robyn Moolman | 2023 | Wesbank | Download Slides (PDF) |
| Modelling Loss Given Default of Corporate Bonds with ESG Information | Mr Junfeng Zhang, Professor Galina Andreeva, Dr Yizhe Dong | 2023 | University of Edinburgh | Download Slides (PDF) |
| Multidata Attributes for Financial Inclusion | Dr Joseph White, Dr Joseph White Dr Howard Hamilton, Dr Lewis Jordan, Felipe Avila, Dr Matthew Turner | 2023 | Equifax | Download Slides (PDF) |