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Counterfactual Inference

Papers archive 2025-07-28

archive papers tagged: 124 · with a code link: 64 · where Syntology ran a sample: 11 (10 with a run with no instrument failure, 1 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (11 of 124 tagged: 10 with a run with no instrument failure, 1 where every run was a failure of Syntology's instrument)

Page 2 of 2: papers 101 to 124 of 124, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Counterfactual Multihop QA: A Cause-Effect Approach for Reducing Disconnected Reasoning
  13 Oct 2022 0 repositories listed
• Learning to Infer Counterfactuals: Meta-Learning for Estimating Multiple Imbalanced Treatment Effects
  13 Aug 2022 0 repositories listed
• A Constructive GAN-based Approach to Exact Estimate Treatment Effect without Matching
  13 Jun 2022 0 repositories listed
• Counterfactual Analysis of the Impact of the IMF Program on Child Poverty in the Global-South Region using Causal-Graphical Normalizing Flows
  17 Feb 2022 0 repositories listed
• Personalized Public Policy Analysis in Social Sciences using Causal-Graphical Normalizing Flows
  7 Feb 2022 0 repositories listed
• Causal Representation Learning for Context-Aware Face Transfer
  4 Oct 2021 0 repositories listed
• ICPE: An Item Cluster-Wise Pareto-Efficient Framework for Recommendation Debiasing
  27 Sep 2021 0 repositories listed
• Estimating Categorical Counterfactuals via Deep Twin Networks
  4 Sep 2021 0 repositories listed
• NCoRE: Neural Counterfactual Representation Learning for Combinations of Treatments
  20 Mar 2021 0 repositories listed
• Adaptive Doubly Robust Estimator from Non-stationary Logging Policy under a Convergence of Average Probability
  17 Feb 2021 0 repositories listed
• Neural Network Extrapolations with G-invariances from a Single Environment
  1 Jan 2021 0 repositories listed
• Time Series Counterfactual Inference with Hidden Confounders
  1 Jan 2021 0 repositories listed
• Shopping in the Multiverse: A Counterfactual Approach to In-Session Attribution
  20 Jul 2020 0 repositories listed
• Counterfactual Reasoning for Fair Clinical Risk Prediction
  14 Jul 2019 0 repositories listed
• Beauty Learning and Counterfactual Inference
  24 Apr 2019 0 repositories listed
• Counterfactual Inference in Duration Models with Random Censoring
  22 Feb 2019 0 repositories listed
• Cost-Effective Incentive Allocation via Structured Counterfactual Inference
  7 Feb 2019 0 repositories listed
• Robust Counterfactual Inferences using Feature Learning and their Applications
  22 Aug 2018 0 repositories listed
• A General Framework for Counterfactual Learning-to-Rank
  30 Apr 2018 0 repositories listed
• When Worlds Collide: Integrating Different Counterfactual Assumptions in Fairness
  1 Dec 2017 0 repositories listed
• Comparative Benchmarking of Causal Discovery Techniques
  18 Aug 2017 0 repositories listed
• Constructing Effective Personalized Policies Using Counterfactual Inference from Biased Data Sets with Many Features
  23 Dec 2016 0 repositories listed
• Function Driven Diffusion for Personalized Counterfactual Inference
  31 Oct 2016 0 repositories listed
• Unbiased Learning-to-Rank with Biased Feedback
  16 Aug 2016 0 repositories listed