6 citations · 6 across the 1 of their papers we have counts for
3 papers
cs.LG2019
Balanced off-policy evaluation in general action spaces
Arjun Sondhi, David Arbour, Drew Dimmery
Estimation of importance sampling weights for off-policy evaluation of contextual bandits often results in imbalance - a mismatch between the desired and the actual distribution of…
stat.ML2018
The Reduced PC-Algorithm: Improved Causal Structure Learning in Large Random Networks
Arjun Sondhi, Ali Shojaie
We consider the task of estimating a high-dimensional directed acyclic graph, given observations from a linear structural equation model with arbitrary noise distribution. By explo…
stat.ME2017★ 6 cited
Fast permutation tests and related methods, for association between rare variants and binary outcomes
Arjun Sondhi, Kenneth Martin Rice
In large scale genetic association studies, a primary aim is to test for association between genetic variants and a disease outcome. The variants of interest are often rare, and ap…