Research
The Foundations - Data
- The use of "meta labeling" technique
- Federated Learning
- Privacy-enhancing techniques for storing and analysing confidential data
- Applications of synthetic data generation for Finance
The main application - Risk Management
- Early warning systems for credit risk
- Machine learning for credit scoring
- Research on risk management related topics
Advanced Tools - Artificial Intelligence
- Explainable Artificial Intelligence
- Applications of Reinforcement learning
Business Models
- The value of innovation projects in Finance
- Networks of the client base
The Applications and Outlook
- Statistics of applying models
- Large Language Models for information retrieval from documents
- The detection of payment patterns
Activities
- MSc Thesis Supervision
- Invited Industry Guest Lectures
- Academia - Industry Workshops
- PhD Internship Oppurtunities
- Impact-driven industry research
Projects and Events
