Explainable Machine Learning for Probability of Default Calculations
How the FICO Platform can enable explainable machine learning models for more effective PD calculations
How Transaction Analytics Transform Lending Speed and Results
Fierce competition, open banking and financial inclusion drive the uptake of transaction analytics in lending
Improving IRB and RWA Calculations with Machine Learning
Through explainable machine learning models, behavioural and PD models for the retail banking sector can be created with higher levels of predictiveness.
Does the EU Framework for Responsible AI Go Far Enough?
Whilst the EU have rightly focused on the use of AI and data science strategic leadership, more needs to be done on AI explainability
Managing the Corona Debt Tsunami - The Experts Speak
Collections professionals discuss the challenges they face in the current debt tsunami
Debt Relief Considerations After COVID-19 – Don’t Panic!
Lessons learned from the 2008 global financial crisis can help guide collections and debt relief strategies now
Collections Analytics: Are We Missing the Credit Risk Revolution?
Taking up innovations used in credit risk management can pay off handsomely in collections & recoveries
Build or Buy: Partnering in the Age of Model-Driven Organizations
Decision science and predictive analytics can enable businesses to make the most of all available data to anticipate customer needs and prescribe the best action.
Analytics Predictions 2019: Machine Learning & Data Efficiency
Adopting machine learning to enhance not just the accuracy of models but also drive efficiency is critical to amplify a key asset - the analytic team – and stay competitive.
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