Flavien Prost
Publications by Year
Research Areas
Ethics and Social Impacts of AI, Adversarial Robustness in Machine Learning, Explainable Artificial Intelligence (XAI), Recommender Systems and Techniques, Topic Modeling
Most-Cited Works
- → Fairness without Demographics through Adversarially Reweighted Learning(2020)46 cited
- → Measuring Recommender System Effects with Simulated Users(2021)21 cited
- → Practical Compositional Fairness: Understanding Fairness in Multi-Component Recommender Systems(2021)16 cited
- → Debiasing Embeddings for Reduced Gender Bias in Text Classification(2019)12 cited
- → Toward a better trade-off between performance and fairness with\n kernel-based distribution matching(2019)8 cited
- Debiasing Embeddings for Fairer Text Classification(2019)
- → Measuring Model Fairness under Noisy Covariates: A Theoretical Perspective(2021)1 cited
- → FRAPPE: A Group Fairness Framework for Post-Processing Everything(2023)