EBA PUBLISHES DISCUSSION PAPER ON MACHINE LEARNING FOR IRB MODELS

The European Banking Authority (EBA) has published a discussion paper on the use of machine learning (ML) for IRB models. It presents possible challenges and benefits of using ML models, together with some recommendations on how to use them prudently. Depending on the answers to the questions posed in this paper, the EBA may change its attitude towards the use of ML models.