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| Title | Presenter(s) | Year | Affiliate Institution | Paper |
|---|---|---|---|---|
| The devil is in the details: dynamic prediction of loan portfolio profitability with macroeconomic drivers through multi-state modelling | Dr Viani Djeundje, Professor Jonathan Crook, Professor Galina Andreeva | 2025 | University of Edinburgh | Download Abstract (PDF) |
| The Climate-Biodiversity-Pollution nexus: The pricing of environmental credit risks for European industrial polluters | Dominik Hirschbühl, Andrej Ceglar, Theodor Cojoianu, Tina Emambakhsh, Yifan Qi, Caterina Rho, Marco Petracco, Fabrizio Biganzoli, Alfred de Jager, Laura Garcia Herrero, Carlo Pasqua, Ruoran Zhao | 2025 | European Commission (Joint Research Centre), European Central Bank, University of Edinburgh, University of York | Download Abstract (PDF) |
| The Business of Scoring | Mr Pravin Burra | 2025 | Analytix Engine | Download Abstract (PDF) |
| Synthetic microdata and central bank data disclosure in Paraguay | Dr Hugo Caceres, Dr Ben Moews | 2025 | Central Bank of Paraguay, University of Edinburgh | Download Abstract (PDF) |
| Statistical credit risk rating and PD modelling of local governments | Mrs Despina Newman, Mr Dian Prinsloo | 2025 | Standard Bank | Download Abstract (PDF) |
| Simplifying Income Verification through Machine Learning | Miss Laura Anderson, Mr Emrah Selcuk | 2025 | Experian | Download Abstract (PDF) / Download Slides (PDF) |
| Sharpen competitive edge by integrating IFRS9 models into stress testing within a scalable cloud infrastructure | Mr Anders Berglof, Mr Andrew Fulton | 2025 | KPMG UK | Download Abstract (PDF) |
| Semi-Supervised Performance Inference for Consumer Credit Origination | Chief Analytics Officer and Vice President Scott Zoldi, Director Chenyang Lian, Senior Scientist V Indukala Padagala | 2025 | FICO | Download Abstract (PDF) |
| Reject Inference: Amplifying Bias or Achieving Fairness in Credit Scoring? | Mr Pablo Casas, Dr Huan yu, Prof Christophe Mues | 2025 | University of Southampton, Wizink Bank | Download Abstract (PDF) |
| Re-evaluating Loss Forecasting: A New Approach to Linking Macroeconomics and Affordability | Mr Nevan McBride | 2025 | Jaywing | Download Abstract (PDF) |
| Prompting is All You Need: Predicting Credit Defaults Using Diverse Text Data | Zongxiao Wu, Yizhe Dong, Yaoyiran Li, Baofeng Shi | 2025 | University of Edinburgh, University of Cambridge, Northwest A&F University | Download Abstract (PDF) |
| Predictive power of early warning system powered by 400k data sources and natural language processing model and it’s GenAI extension | Dr Natalie Soldatkova, Mr Adnan Mirza, Mr Damian Hales | 2025 | Deloitte, First Abu Dhabi Bank | Download Abstract (PDF) |
| Pick-and-mix spline modelling for Big Data practical applications: the case of credit scoring | Dr Viani Djeundje Biatat, Prof Jonathan Crook, Prof Galina Andreeva | 2025 | University of Edinburgh | Download Abstract (PDF) |
| Physical Climate Risk Stress Test: An Evidence-based Approach | Piyayut Chitchumnong, Adisorn Hatairatana, Wichit Khangphukhieo | 2025 | Bank of Ayudhya PCL | Download Paper (PDF) / Download Slides (PDF) |
| PD model development for Pricing purposes | Ms Sara Abentin | 2025 | True North Partners | Download Abstract (PDF) / Download Poster (PDF) |