Search Results for: machine learning

Search Results for: machine learning

Machine learning: When prediction becomes unpredictable

Machine learning: When prediction becomes unpredictable

How secure and explainable machine learning can open up new potential for financial institutions.
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Derivative pricing and risk management with neural networks

Derivative pricing and risk management with neural networks

Currently, the main models used for derivative pricing are based on arithmetical models. Their weakness, however, is their performance. Derivative valuation using machine learning
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Abstract image for the lending business 2023: trends and market forecasts

Lending business 2023: trends and market forecasts

Credit events: a global perspective In our review of the 2022 lending business, we examined credit events and trends around the
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Lending business 2022: trends and topics
Media

Lending business 2022 – focus topics and analyzed credit events

What happened in the lending business in 2022? In our review of the lending business in 2022, we evaluated 347
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Stephan Sahm / author BankingHub
Author

Stephan Sahm

Stephan Sahm is Senior Manager in the Practice Group “IT Strategy & Digital Transformation” where he is responsible for “IT
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Liquidity management: modeling cash flows for variable bank products

Liquidity management – a comparison of approaches to modeling cash flows for variable bank products

Regulatory requirements merely provide the framework – the institution-specific implementation can be based on different modeling approaches.
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Derivative pricing: usage and requirements
Media

Derivative pricing – usage and requirements

Derivatives are complex financial instruments broadly used within financial institutions. As such, their prices are an important information in the
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Tizian Matschak
Author

Tizian Matschak

Tizian Matschak is a PhD student at the Chair of Information Security and Compliance at Georg-August-Universität Göttingen. After his Master’s
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banks’ P/B ratios via supervised machine learning
Media

Modelling and predicting banks’ P/B ratios

Top 10 explanatory variables for predicting global top 100 banks’ P/B ratios via supervised machine learning For the global top
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AI applications: BaFin’s regulatory requirements

BaFin’s regulatory requirements for AI applications

LISTEN TO AUDIO VERSION: Supervisors focus attention on AI Banks must follow suit – BaFin defines minimum requirements for use
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