Quantitative Risk
The Use of Machine Learning Techniques in Internal Models
To ensure the orderly functioning and integrity of financial markets and the overall stability of the EU financial system, the European Banking Authority (EBA) is tasked with monitoring market developments and identifying emerging risks and vulnerabilities at the micro-prudential level. A core tool supporting this mandate is the EU-wide stress test exercise, which the EBA is empowered to initiate and coordinate under its Regulation. Conducted in cooperation with the ESRB, ECB, and European Commission, the stress test evaluates the resilience of financial institutions against adverse economic scenarios and contributes to a broader assessment of systemic risk within the EU.