2 papers
stat.ME2025
Joint Adaptive Penalty for Unbalanced Mediation Pathways
Hanying Jiang, Kris Sankaran, Yinqiu He
Mediation analysis has been widely used to investigate how a treatment influences an outcome through intermediate variables, known as mediators. Analyzing a mediation mechanism typ…
stat.ML2024
Data Science Principles for Interpretable and Explainable AI
Kris Sankaran
Society's capacity for algorithmic problem-solving has never been greater. Artificial Intelligence is now applied across more domains than ever, a consequence of powerful abstracti…