Michaela Hardt
University Children's Hospital Tübingen(DE)University of Tübingen(DE)
Publications by Year
Research Areas
Explainable Artificial Intelligence (XAI), Ethics and Social Impacts of AI, Artificial Intelligence in Healthcare and Education, Time Series Analysis and Forecasting, Privacy-Preserving Technologies in Data
Most-Cited Works
- → Ensuring Fairness in Machine Learning to Advance Health Equity(2018)1,078 cited
- → Privacy-aware personalization for mobile advertising(2012)86 cited
- → Non-tracking web analytics(2012)56 cited
- → Amazon SageMaker Clarify: Machine Learning Bias Detection and Explainability in the Cloud(2021)40 cited
- → Reply: metrics to assess machine learning models(2018)22 cited
- → It is Time for Bioethicists to Enter the Arena of Machine Learning Ethics(2020)6 cited
- → Toward Falsifying Causal Graphs Using a Permutation-Based Test(2025)5 cited
- → Explaining an increase in predicted risk for clinical alerts(2020)2 cited
- → The PetShop Dataset -- Finding Causes of Performance Issues across Microservices(2023)1 cited