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| Title | Presenter(s) | Year | Affiliate Institution | Paper |
|---|---|---|---|---|
| Deep Learning Survival Model for Credit Risk Modelling | Anuj Jain, Jiahang Zhong, Vlad Demian | 2021 | Zopa Ltd | Download Abstract (Word) |
| Decision Science Optimisation Tool to Reduce Policy Rules | Stephen Tonna, Terisa Roberts | 2021 | SAS Institute PTY Ltd | Download Abstract (Word) |
| DEA Slack Based Macro-Micro Reverse Stress Testing of Commercial Banks | Chen Feng, Zhiyong Li, Chen Feng | 2021 | Southwestern University of Finance and Economics | Download Paper (Word) / Download Slides (PDF) |
| Credit Scoring Methods: Latest Trends and Points to Consider | Anton Markov, Zinaida Seleznyova | 2021 | Higher School Of Economics | Download Abstract (Word) / Download Paper (Word) |
| Credit Risk Models for Unbanked People: Latin America | Sofia Di Croce, Sebastian Guiñazú, Matias Karmelic | 2021 | Equifax | Download Abstract (Word) |
| Credit Rating Model for Small and Medium Enterprises: An Expert Panel Judgement and Optimization Based Slotting Approach | Edward Xiao-Ming Huang | 2021 | Shawbrook Bank | Download Abstract (Word) / Download Paper (Word) |
| Credit Bureaux: Unexpected Casualties of Covid? | Eleanor (ned) Demuth | 2021 | Curve Credit | Download Abstract (Word) |
| Credit Bureau Scores in Periods of Uncertainty | Guilhem Poucin, Allan Anyona | 2021 | Creditinfo | Download Abstract (Word) |
| Creating Provably Unbiased Machine Learning Models | Joseph Breeden, Eugenia Leonova | 2021 | Prescient Models LLC | Download Abstract (Word) / Download Paper (Word) |
| Creating a Real-Time Fraud Prevention System Using Linkage Approach | Natalia Lyarskaya, Sarvesh Pradhan, Asif Ali | 2021 | ZestMoney | Download Abstract (Word) |
| Covid-19 Impact Score | Maxim Fetisov | 2021 | Creditinfo Group | Download Abstract (Word) / Download Paper (Word) |
| Covid-19 and Auto Loan Origination Trends | Brian Jonghwan Lee, José Canals-Cerdá | 2021 | Columbia University | Download Abstract (Word) |
| Comparative Analysis of Machine Learning Credit Risk Model Interpretability: Model Explanations, Reasons for Denial, and Routes for Score Improvements | Michael McBurnett, Matthew Turner, Federico Sembolini, Lewis Jordan, Howard Hamilton, Sergio Rodriguez-Torres | 2021 | Equifax | Download Abstract (Word) / Download Paper (Word) |
| Challenges to Eliminating Protected Characteristics From Credit Decisions | Talia Gillis | 2021 | Columbia Law School | Download Abstract (Word) |
| Causal Regularisation for Stable Scoring Card Model | Kun Li, Fanglan Zheng, Jiang Tian, Xiaojia Xiang | 2021 | Everbright Technology | Download Abstract (Word) / Download Paper (Word) |