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| Title | Presenter(s) | Year | Affiliate Institution | Paper |
|---|---|---|---|---|
| A Multi-Modal Framework for Credit Risk Assessment: Capturing Corporate Financial Patterns with Sequential and Graph Data | Dr María Óskarsdóttir, Magnús Freyr Morthens, Mahsa Tavakoli, Professor Cristián Bravo | 2025 | University of Southampton, Reykjavik University, Western University | Download Abstract (PDF) |
| A case study on using advanced modelling approaches in a regulated IRB environment | Mrs Annemie Badenhorst | 2025 | True North Partners | Download Abstract (PDF) / Download Poster (PDF) |
| A Benchmark Study on the Stability of Interpretability in Credit Scoring | Sepúlveda E., V., Baesens B., Verdonck T. | 2025 | KU Leuven | Download Abstract (PDF) |
| Understanding the True Level of PD Cyclicality Across Rating Systems | Ms Sian Inch | 2023 | Barclays | Download Slides (PDF) |
| The Performance Stability of Advanced (AI/ML) Models VS Linear Models | Peter Szocs | 2023 | Jaywing | Download Abstract (PDF) / Download Slides (PDF) |
| The Next-Generation of Climate Risk Models – Improving Efficiency and Extracting Business Advantages | Mr David Smith, Mr Daniel Mclean | 2023 | 4most Europe Ltd | Download Slides (PDF) |
| The Impact of Cyclone Idai on Payment Behaviour in Mozambique | Miss Catherina Walton, Mr Naeem Siddiqi, Mr Elton Ulemba | 2023 | Absa, SAS | Download Paper (PDF) / Download Slides (PDF) |
| The Challenges of Assessing Cyclicality in Rating Systems Under Disparate Conditions | Mr Felix Burn-Forti, Mr Chris Warhurst | 2023 | 4most Europe Ltd | Download Slides (PDF) |
| Testing Times for Testing Affordability | Ms Hallie Thomas, Mr Andy Johnson | 2023 | 4most | Download Slides (PDF) |
| Stabilizing Machine Learning Models with Age-Period-Cohort Inputs for Scoring and Stress Testing | Mr Giovanni Giuseppe Costa, Mrs Greta Cipriano | 2023 | Barclays | Download Slides (PDF) |
| Scam Detection Models on an Internal Machine Learning Platform | Mr Giovanni Giuseppe Costa, Mrs Greta Cipriano | 2023 | Barclays | Download Slides (PDF) |
| Optimal Feature Split in Credit Risk Models With Dependency | Dr Daniel Abib, Dr Cristián Bravo Roman, Dr Raffaella Calabrese, Dr Maria Óskarsdóttir | 2023 | University Of Western Ontario, University of Edinburgh, Reykjavík University | |
| Open Banking: Real-Time Analytics for Smalland Medium-sized Enterprises | Miss Maitena Pineiro | 2023 | Moody's Analytics | Download Paper (PDF) |
| NeuroDecision Technology and xAI for Credit Risk Management - Equifax Project in the Spanish Regulatory Sandbox | Dr Federico Sembolini, Dr Sergio Adrián Rodriguez, Mr Cesar David Iglesias Perez | 2023 | Equifax | Download Slides (PDF) |
| Multilingual Document Analytics for Process Automation in Banking | Mr Christopher Gerling, Prof. Dr. Stefan Lessmann | 2023 | Humboldt University of Berlin | Download Slides (PDF) |