Predictive learning analytics for video-watching behavior in MOOCs. - Madhumitha Shridharan; Ashley Willingham; Jonathan C. Spencer; Tsung-Yen Yang; Christopher G. Brinton (CISS, 2018)

Causal Bounds in Quasi-Markovian Graphs. - Madhumitha Shridharan; Garud Iyengar (ICML, 2023)

Scalable Computation of Causal Bounds. - Madhumitha Shridharan; Garud Iyengar (J. Mach. Learn. Res., 2023)

β-th order Acyclicity Derivatives for DAG Learning. - Madhumitha Shridharan; Garud Iyengar (AISTATS, 2025)