If a paper you are interested in is not available for download, we suggest you try to contact the author directly.
| Title | Presenter(s) | Year Sort ascending | Affiliate Institution | Paper |
|---|---|---|---|---|
| Explainable Neural Networks for Dynamic Credit Risk Modelling | Anthony Bellotti, Hao Wang | 2021 | University of Nottingham Ningbo China | Download Abstract (Word) / Download Slides (PDF) |
| OptiLIME: Reliable Explanations of Machine Learning Models in Credit Scoring | Enrico Bagli, Giorgio Visani, Federico Chesani | 2021 | Università Di Bologna | Download Abstract (Word) |
| Rise of the Machine – The Future of Credit Scoring is Here | Matthew Jones | 2021 | Nationwide Building Society | Download Abstract (Word) / Download Slides (PDF) |
| Fairness by Explicability and Adversarial SHAP Learning | Javier Campos Zabala | 2021 | Experian | Download Abstract (Word) |
| Assessment of Survival Analysis Approaches to IFRS9 Implementation for Retail Portfolios | Andrea Lunelli, Konstantinos Bousoulas, Ansgar Wenzel, Sylvain Willart | 2021 | Advanzia Bank SA | Download Abstract (Word) / Download Paper (Word) |
| Towards Fair Credit Allocation | Domonkos Vamossy, Stefania Albanesi | 2021 | University Of Pittsburgh | Download Abstract (Word) |
| Machine Learning, Corporate Bankruptcies, and Variable Selection | Ludovico Rossi | 2021 | Cunef | Download Abstract (Word) / Download Paper (Word) |
| Gender Discrimination in Algorithmic Decision-making | Anna Matuszyk, Galina Andreeva | 2021 | Warsaw School of Economics | Download Abstract (Word) / Download Slides (PDF) |
| A Novel Approach for Credit Scoring Using Deep Neural Networks With Bank Transactions Data | Giacomo Graffi, Giorgio Visani, Enrico Bagli, Federico Chesani | 2021 | CRIF SPA | Download Abstract (Word) |
| Understanding Economic Benefits of Combining Credit Scorecards | Blazej Kochanski | 2021 | Gdansk University Of Technology | Download Abstract (Word) |
| Harnessing Marketing Attribution Techniques to Improve Collections Strategies | Pete Sewart | 2021 | Jaywing | Download Abstract (Word) |
| Revisiting the Dualism of “Point-in-Time” and “Through-the-Cycle” Credit Risk Models | Bernhard Eder | 2021 | University Of Innsbruck | Download Abstract (Word) / Download Paper (Word) |
| Time-Dependent Survival Model Combined with Complex Network: Evidence from Corporate Bond Default Data in China | Feng Shen, Run Wang | 2021 | Southwestern University Of Finance And Economics | Download Abstract (Word) |
| Great Expectations: Raising Standards in a Crisis | Helen McNab, Gerard Scallan | 2021 | Scoreplus | Download Abstract (Word) |
| A New MIDAS Approach for Predicting Corporate Credit Rating Levels | Leonie Tabea Goldmann, Raffaella Calabrese, Jonathan Crook | 2021 | University Of Edinburgh | Download Abstract (Word) |