Peter Spirtes

Distributional Equivalence in Linear Non-Gaussian Latent-Variable Cyclic Causal Models: Characterization and Learning

PersonaX: Multimodal Datasets with LLM-Inferred Behavior Traits

Score-based Greedy Search for Structure Identification of Partially Observed Causal Models

Identifying Partially Observed Causal Models from Heterogeneous/Nonstationary Data

When Selection Meets Intervention: Additional Complexities in Causal Discovery

Latent Variable Causal Discovery under Selection Bias

Permutation-based Rank Test in the Presence of Discretization and Application in Causal Discovery with Mixed Data

Permutation-based Rank Test in the Presence of Discretization and Application in Causal Discovery with Mixed Data

Prompting Fairness: Integrating Causality to Debias Large Language Models

Reflection-Window Decoding: Text Generation with Selective Refinement

Reflection Window: Text Generation with Selective Refinement

Procedural Fairness Through Addressing Social Determinants of Opportunity