DataRobot Blog

APRIL 29, 2022

This provides a great amount of benefit, but it also exposes institutions to greater risk and consequent exposure to operational losses. The stakes in managing model risk are at an all-time high, but luckily automated machine learning provides an effective way to reduce these risks.

Risk 111

Risk Modeling IT Risk Management 111

O'Reilly on Data

JULY 15, 2019

After the 2008 financial crisis, the Federal Reserve issued a new set of guidelines governing models— SR 11-7 : Guidance on Model Risk Management. Note that the emphasis of SR 11-7 is on risk management.). Sources of model risk. Model risk management. Image by Ben Lorica.

Machine Learning 37

Machine Learning Management Enterprise Risk Management 37

Jet Global

APRIL 5, 2021

Risk management. Asset and liability financial models are primarily used by financial institutions (banks and insurance companies) and pension funds (corporate or public) to manage their financial objectives. For example, pension funds must be able to pay pensioners during any economic conditions, including a crisis like 2008.

Modeling 98

Modeling Forecasting Metrics Finance 98