The AI group has a mission of building the next-gen RiskOps AI to safeguard businesses and people from fraud and financial crime that is responsible and explainable by design. The group aims to reimagine financial services, risk management and financial crime prevention through the lens of state-of-the-art Human-Centered AI and propose product solutions to significant problems, such as identity, detection, and automation, while mitigating bias and promoting transparency.
- AI in Financial Services
- AI safety, fairness, privacy, robustness
- ML Monitoring, Explainability and Observability
- Deep Learning & Network Science
Adversarial training for tabular data with attack propagation
Published at KDD Workshop on Machine Learning in Finance 2023
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