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| Title | Presenter(s) | Year | Affiliate Institution | Paper |
|---|---|---|---|---|
| Fairness in Financial AI Models: A Pragmatic Guide Including Key Metrics | Javier Campos Zabala | 2021 | Experian | Download Abstract (Word) |
| Frameworks for Testing Model BIAS | Marcus Bruhn, Swathi Veeravelly, Feng Li | 2021 | Equifax | Download Abstract (Word) |
| Gender Discrimination in Algorithmic Decision-making | Anna Matuszyk, Galina Andreeva | 2021 | Warsaw School of Economics | Download Abstract (Word) / Download Slides (PDF) |
| Great Expectations: Raising Standards in a Crisis | Helen McNab, Gerard Scallan | 2021 | Scoreplus | Download Abstract (Word) |
| Harnessing Marketing Attribution Techniques to Improve Collections Strategies | Pete Sewart | 2021 | Jaywing | Download Abstract (Word) |
| Heterogeneous Graph Attentive Network for Credit Scoring in a Super App Environment | Jaime D. Acevedo-Viloria, Carlos Valencia, Alejandro Correa-Bahnsen, David Zarruk | 2021 | Rappi | Download Abstract (Word) |
| Identifying 'Failure to Move With the Times': Modelling Climate Change Transition Risk in Corporate Credit Scoring and Stress Testing | Ivelina Nilsson, Mark Somers, David Smith | 2021 | 4most Europe | Download Abstract (Word) |
| Identifying Synthetic Identity Risk Using Big Data | Jonathan Clarke | 2021 | LexisNexis Risk Solutions UK | Download Abstract (Word) |
| IFRS9 Probability of Default and Economic Forecasts | Vassilis Ioannou, Monika Leng | 2021 | Equifax | Download Abstract (Word) |
| Impact Driven Model Monitoring | Michael Holmes | 2021 | Marketfinance | Download Abstract (Word) |
| Improving Economic Decision-Making in Class-Imbalanced Learning Environments | Peter Beling, Alexander Langevin, Stephen Adams, George Overstreet | 2021 | University Of Virginia | Download Abstract (Word) / Download Paper (Word) |
| Incorporating Corporate Climate Risk in a Structural Credit Risk Framework | James Edwards | 2021 | Moody's Analytics | Download Abstract (Word) |
| Integrating Textual Information With Classifier Ensembles for Financial Distress Prediction | Zhipeng Zhang | 2021 | Dalian University Of Technology | Download Abstract (Word) |
| Limitations of Traditional Real Time Transactional Fraud Metrics | Sumeet Sanghera | 2021 | Barclays | Download Abstract (Word) |
| Local Explanations of Machine-Learning Credit Scores in Practice | Olle Engdegard, Yuxiang Luo, Filip Matz | 2021 | UC/Enento | Download Abstract (Word) |