Elias Bareinboim

10

Papers

29

Total Citations

Papers (10)

Neural Causal Abstractions

Causally Aligned Curriculum Learning

Scores for Learning Discrete Causal Graphs with Unobserved Confounders

Counterfactual Identification Under Monotonicity Constraints

Reconciling Predictive and Statistical Parity: A Causal Approach

Counterfactual Image Editing

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

Towards Safe Policy Learning under Partial Identifiability: A Causal Approach

Transportable Representations for Domain Generalization

Fairness-Accuracy Trade-Offs: A Causal Perspective