1 citations · 1 across the 2 of their papers we have counts for
2 papers
stat.ML2026
Towards Complete Causal Explanation with Expert Knowledge
Aparajithan Venkateswaran, Emilija PerkoviÄ
We study the problem of restricting a Markov equivalence class of maximal ancestral graphs (MAGs) to only those MAGs that contain certain edge marks, which we refer to as expert or…
stat.ME2026★ 1 cited
Robustly estimating heterogeneity in factorial data using Rashomon Partitions
Aparajithan Venkateswaran, Anirudh Sankar, Arun G. Chandrasekhar +1
In both observational data and randomized control trials, researchers select statistical models to articulate how the outcome of interest varies with combinations of observable cov…