Title Presenter(s) Year Affiliate Institution Paper
Risk Based Pricing of Unsecured Loans Under Model Risk Mark Somers 2019 4most Download Slides (PDF) / Download Abstract (Word)
Rise of the Machines—The Future of Credit Scoring? Matthew Jones, John Roberts 2019 Nationwide Building Society Download (Word)
Responsible AI—Avoiding Unwanted Bias in Credit Scoring Thomas Cronin, Valeria Cortez Vaca Diez 2019 Lloyds Banking Group Download (Word)
Reliable Machine Learning Region Predictions for Automated Valuation Models Anthony Bellotti 2019 Imperial College London Download (Word)
Reducing Model Risk Using Bayesian Approach: Application to PD Modelling of Mortgage Loans Zheqi Wang, Jonathan Crook, Galina Andreeva 2019 The University of Edinburgh Download (Word)
Reducing Estimation Risk Using Bayesian Approach: Application to Stress Testing Mortgage Loan Default Zheqi Wang, Jonathan Crook, Galina Andreeva 2019 The University of Edinburgh Download (Word)
Quantification of Model Risk: Research and Development Framework for the Application of Machine Learning to Quantify Model Risk Yung Hui Chong, Alan Forrest, Thomas Clifford, Edward Venter 2019 Deloitte, Clydesdale and Yorkshire Bank Download (Word)
Procyclicality: It Depends on the Model Joseph L. Breeden 2019 Prescient Models Download Slides (PDF) / Download Abstract (Word)
Predictive Models with Explanatory Concepts: A General Framework for Explaining Machine Learning Credit Risk Models that Simultaneously Increases Predictive Power Michael McBurnett, Matthew Turner 2019 Equifax Download Slides (PDF) / Download Paper (Word)
Pre-Conference Workshop: Introduction to Credit Risk Modelling Galina Andreeva 2019 The University of Edinburgh Download (PDF)
Personality, Financial Knowledge, and Credit Performance: A Comparison of US and UK Galina Andreeva, Saul Fine 2019 The University of Edinburgh, Innovative Assessments Download (PDF)
Optimal Path Planning for Consumer Credit Score Improvement Lewis Jordan, Matthew Turner, Allan Joshua, Stephen Miller 2019 Equifax Download Slides (PDF) / Download Paper (Word)
Open Challenges of Stress Testing Under IFRS 9 Sonia Caverzan 2019 Jaywing Download (PDF)
Open Banking Current Account Information Has the Power to Transform Credit Scoring and Lending Decisions—A Case Study Marc Gaudart, Domjan Baric, Sinisa Slijepcevic 2019 Trent Advisory Services, Cantab Predictive Intelligence Download (PDF)
On the Stress Testing Credit Default Using Survival Models Viani Biatat Djeundje, Jonathan Crook 2019 The University of Edinburgh Download (Word)

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