2 papers
cs.LG2024
TowerDebias: A Novel Unfairness Removal Method Based on the Tower Property
Norman Matloff, Aditya Mittal
Decision-making processes have increasingly come to rely on sophisticated machine learning tools, raising critical concerns about the fairness of their predictions with respect to…
stat.ME2024
dsld: A Socially Relevant Tool for Teaching Statistics
Aditya Mittal, Taha Abdullah, Arjun Ashok +5
The growing influence of data science in statistics education requires tools that make key concepts accessible through real-world applications. We introduce "Data Science Looks At…