In recent years, there has been an increasing focus on the problem of quantifying the risk of a financial position, in particular from the point of view of a supervising agency. We discuss some mathematical developments in this area of financial risk management, in particular representation results for convex risk measures which take model uncertainty into account, and some robust optimization problems which arise in this context.

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