Sorelle A. Friedler
Haverford College(US)
Publications by Year
Research Areas
Ethics and Social Impacts of AI, Explainable Artificial Intelligence (XAI), Complex Network Analysis Techniques, Machine Learning in Materials Science, Adversarial Robustness in Machine Learning
Most-Cited Works
- → Certifying and Removing Disparate Impact(2015)1,742 cited
- → Machine-learning-assisted materials discovery using failed experiments(2016)1,652 cited
- → Fairness and Abstraction in Sociotechnical Systems(2019)1,162 cited
- → On the (im)possibility of fairness(2016)262 cited
- → The (Im)possibility of fairness(2021)237 cited
- → Anthropogenic biases in chemical reaction data hinder exploratory inorganic synthesis(2019)221 cited
- → Runaway Feedback Loops in Predictive Policing(2017)122 cited
- → Problems with Shapley-value-based explanations as feature importance measures(2020)109 cited