activity
20222026
most citedTesting Causal Models with Hidden Variables in Polynomial Delay via Conditional Independencies

1 citations · 1 across the 3 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2025

Less Greedy Equivalence Search

Adiba Ejaz, Elias Bareinboim

Greedy Equivalence Search (GES) is a classic score-based algorithm for causal discovery from observational data. In the sample limit, it recovers the Markov equivalence class of gr…

cs.LG2024★ 1 cited

Testing Causal Models with Hidden Variables in Polynomial Delay via Conditional Independencies

Hyunchai Jeong, Adiba Ejaz, Jin Tian +1

Testing a hypothesized causal model against observational data is a key prerequisite for many causal inference tasks. A natural approach is to test whether the conditional independ…