Picture for Peter Spirtes

Peter Spirtes

Causal Discovery and Counterfactual Reasoning to Optimize Persuasive Dialogue Policies

Add code
Mar 19, 2025
Viaarxiv icon

When Selection Meets Intervention: Additional Complexities in Causal Discovery

Add code
Mar 10, 2025
Viaarxiv icon

Reflection-Window Decoding: Text Generation with Selective Refinement

Add code
Feb 05, 2025
Figure 1 for Reflection-Window Decoding: Text Generation with Selective Refinement
Figure 2 for Reflection-Window Decoding: Text Generation with Selective Refinement
Figure 3 for Reflection-Window Decoding: Text Generation with Selective Refinement
Figure 4 for Reflection-Window Decoding: Text Generation with Selective Refinement
Viaarxiv icon

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

Add code
Jan 31, 2025
Figure 1 for Permutation-Based Rank Test in the Presence of Discretization and Application in Causal Discovery with Mixed Data
Figure 2 for Permutation-Based Rank Test in the Presence of Discretization and Application in Causal Discovery with Mixed Data
Figure 3 for Permutation-Based Rank Test in the Presence of Discretization and Application in Causal Discovery with Mixed Data
Figure 4 for Permutation-Based Rank Test in the Presence of Discretization and Application in Causal Discovery with Mixed Data
Viaarxiv icon

Choosing DAG Models Using Markov and Minimal Edge Count in the Absence of Ground Truth

Add code
Sep 30, 2024
Viaarxiv icon

On the Parameter Identifiability of Partially Observed Linear Causal Models

Add code
Jul 24, 2024
Figure 1 for On the Parameter Identifiability of Partially Observed Linear Causal Models
Figure 2 for On the Parameter Identifiability of Partially Observed Linear Causal Models
Figure 3 for On the Parameter Identifiability of Partially Observed Linear Causal Models
Figure 4 for On the Parameter Identifiability of Partially Observed Linear Causal Models
Viaarxiv icon

Counterfactual Reasoning Using Predicted Latent Personality Dimensions for Optimizing Persuasion Outcome

Add code
Apr 21, 2024
Viaarxiv icon

Gene Regulatory Network Inference in the Presence of Dropouts: a Causal View

Add code
Mar 21, 2024
Viaarxiv icon

Steering LLMs Towards Unbiased Responses: A Causality-Guided Debiasing Framework

Add code
Mar 13, 2024
Figure 1 for Steering LLMs Towards Unbiased Responses: A Causality-Guided Debiasing Framework
Figure 2 for Steering LLMs Towards Unbiased Responses: A Causality-Guided Debiasing Framework
Figure 3 for Steering LLMs Towards Unbiased Responses: A Causality-Guided Debiasing Framework
Figure 4 for Steering LLMs Towards Unbiased Responses: A Causality-Guided Debiasing Framework
Viaarxiv icon

A Versatile Causal Discovery Framework to Allow Causally-Related Hidden Variables

Add code
Dec 18, 2023
Figure 1 for A Versatile Causal Discovery Framework to Allow Causally-Related Hidden Variables
Figure 2 for A Versatile Causal Discovery Framework to Allow Causally-Related Hidden Variables
Figure 3 for A Versatile Causal Discovery Framework to Allow Causally-Related Hidden Variables
Figure 4 for A Versatile Causal Discovery Framework to Allow Causally-Related Hidden Variables
Viaarxiv icon