54 résultats pour « compliance »
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" Predictive machine learning algorithms used in banking environments, especially in risk and control functions, are generally subject to regulatory and technical constraints limiting their complexity. Knowledge distillation gives the opportunity to improve the performances of simple models without burdening their application, using the results of other - generally more complex and better-performing - models."
"... there is a risk that the EU’s Network and Information Systems Directive (‘NIS Directive’) might lead to only incremental improvements in the cybersecurity of Europe’s critical infrastructure and digital services, while generating substantial compliance activity, aimed at placating regulators and reassuring the general public."
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"Drawing on recently disclosed information on the Pillar 2 capital requirements of banks directly supervised by the ECB, we find that bank-specific capital requirements are mostly driven by business model and profitability, credit risk, and internal governance and risk management issues. Moreover, we propose a novel measure of bank governance quality that teases out the qualitative dimension of the P2R decision."
"Our results confirm that the publication of capital requirements can have a disciplinary effect since banks publishing their requirements tend to have more robust capital ratios, which improves market discipline and financial stability."