Caroline Uhler

Latest

• Causal Structure Learning: a Combinatorial Perspective
• Matching a Desired Causal State via Shift Interventions
• Maximum Likelihood Estimation for Brownian Motion Tree Models Based on One Sample
• Causal Imputation via Synthetic Interventions
• Causal structure discovery between clusters of nodes induced by latent factors
• Efficient Permutation Discovery in Causal DAGs
• Ordering-Based Causal Structure Learning in the Presence of Latent Variables
• Permutation-Based Causal Structure Learning with Unknown Intervention Targets
• Size of Interventional Markov Equivalence Classes in Random DAG Models
• ABCD-Strategy: Budgeted Experimental Design for Targeted Causal Structure Discovery
• Direct Estimation of Differences in Causal Graphs