Dobromił Serwa
ING Hubs Poland
Dobromił Serwa is a chapter lead in the Credit Risk Model Validation tribe at ING Hubs Poland. He holds a PhD and habilitation in economics and is an associate professor at SGH Warsaw School of Economics, where he teaches econometrics and nonlinear econometrics.
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Articles by Dobromił Serwa
Analyzing credit risk model problems through natural language processing-based clustering and machine learning: insights from validation reports
The authors use clustering and machine learning techniques to analyze validation reports, providing insights to the development, implementation and maintenance of credit risk models.