Template-Type: ReDIF-Chapter 1.0 Author-Name: Anastasios Petropoulos Author-Name: Vasilis Siakoulis Author-Name: Evaggelos Stavroulakis Author-Name: Aristotelis Klamargias Editor-Name: Bank for International Settlements Title: A robust machine learning approach for credit risk analysis of large loan-level datasets using deep learning and extreme gradient boosting Book-title: The use of big data analytics and artificial intelligence in central banking In-Book: RePEc:bis:bisifb:50 Year: 2019 Month: May Volume: 50 File-URL: https://www.bis.org/ifc/publ/ifcb50_22.pdf File-Format: Application/pdf Handle: RePEc:bis:bisifc:50-22