Browse State-of-the-Art › Causal Inference › Papers, page 9
Causal Inference
Papers archive 2025-07-28
archive papers tagged: 1,722 · with a code link: 575 · where Syntology ran a sample: 139 (116 with a run with no instrument failure, 23 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (139 of 1,722 tagged: 116 with a run with no instrument failure, 23 where every run was a failure of Syntology's instrument)
Page 9 of 18: papers 801 to 900 of 1,722, 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.
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Estimating Heterogenous Treatment Effects for Survival Data with Doubly Doubly Robust Estimator2 Sep 2024 0 repositories listed
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Causal Reasoning in Software Quality Assurance: A Systematic Review30 Aug 2024 0 repositories listed
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Estimating Conditional Average Treatment Effects via Sufficient Representation Learning30 Aug 2024 0 repositories listed
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Higher order definition of causality by optimally conditioned transfer entropy30 Aug 2024 0 repositories listed
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Causal Rule Forest: Toward Interpretable and Precise Treatment Effect Estimation27 Aug 2024 0 repositories listed
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DynamicRouteGPT: A Real-Time Multi-Vehicle Dynamic Navigation Framework Based on Large Language Models26 Aug 2024 0 repositories listed
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Multi-Treatment Multi-Task Uplift Modeling for Enhancing User Growth23 Aug 2024 0 repositories listed
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Towards Deconfounded Image-Text Matching with Causal Inference22 Aug 2024 0 repositories listed
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End-to-End Cost-Effective Incentive Recommendation under Budget Constraint with Uplift Modeling21 Aug 2024 0 repositories listed
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SPORTSCausal: Spill-Over Time Series Causal Inference21 Aug 2024 0 repositories listed
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Causal Graph Aided Causal Discovery in an Observational Aneurysmal Subarachnoid Hemorrhage Study12 Aug 2024 0 repositories listed
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Correcting invalid regression discontinuity designs with multiple time period data11 Aug 2024 0 repositories listed
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Dynamical causality under invisible confounders10 Aug 2024 0 repositories listed
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A Density Ratio Super Learner9 Aug 2024 0 repositories listed
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A Multi-class Ride-hailing Service Subsidy System Utilizing Deep Causal Networks4 Aug 2024 0 repositories listed
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Identification and Inference for Synthetic Control Methods with Spillover Effects: Estimating the Economic Cost of the Sudan Split1 Aug 2024 0 repositories listed
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MoMa: Efficient Early-Fusion Pre-training with Mixture of Modality-Aware Experts31 Jul 2024 0 repositories listed
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Potential weights and implicit causal designs in linear regression30 Jul 2024 0 repositories listed
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Domain Adaptable Prescriptive AI Agent for Enterprise29 Jul 2024 0 repositories listed
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Large Language Models as Co-Pilots for Causal Inference in Medical Studies26 Jul 2024 0 repositories listed
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Causal modelling without introducing counterfactuals or abstract distributions24 Jul 2024 0 repositories listed
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Establishing Causal Relationship Between Whole Slide Image Predictions and Diagnostic Evidence Subregions in Deep Learning24 Jul 2024 0 repositories listed
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Causal Inference with Complex Treatments: A Survey19 Jul 2024 0 repositories listed
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Topological Analysis of Seizure-Induced Changes in Brain Hierarchy Through Effective Connectivity18 Jul 2024 0 repositories listed
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Identification of Average Causal Effects in Confounded Additive Noise Models13 Jul 2024 0 repositories listed
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An Introduction to Causal Discovery11 Jul 2024 0 repositories listed
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Causal inference through multi-stage learning and doubly robust deep neural networks11 Jul 2024 0 repositories listed
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A Critical Review of Causal Reasoning Benchmarks for Large Language Models10 Jul 2024 0 repositories listed
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Advancements in Recommender Systems: A Comprehensive Analysis Based on Data, Algorithms, and Evaluation10 Jul 2024 0 repositories listed
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Identifying Macro Conditional Independencies and Macro Total Effects in Summary Causal Graphs with Latent Confounding10 Jul 2024 0 repositories listed
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New User Event Prediction Through the Lens of Causal Inference8 Jul 2024 0 repositories listed
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Towards Context-Aware Emotion Recognition Debiasing from a Causal Demystification Perspective via De-confounded Training6 Jul 2024 0 repositories listed
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Representation learning with CGAN for casual inference3 Jul 2024 0 repositories listed
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CURLS: Causal Rule Learning for Subgroups with Significant Treatment Effect1 Jul 2024 0 repositories listed
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Minimum Reduced-Order Models via Causal Inference29 Jun 2024 0 repositories listed
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Credit Ratings: Heterogeneous Effect on Capital Structure27 Jun 2024 0 repositories listed
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Compositional Models for Estimating Causal Effects25 Jun 2024 0 repositories listed
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Causal Inference with Latent Variables: Recent Advances and Future Prospectives20 Jun 2024 0 repositories listed
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Integrating Fuzzy Logic with Causal Inference: Enhancing the Pearl and Neyman-Rubin Methodologies19 Jun 2024 0 repositories listed
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LLMs Are Prone to Fallacies in Causal Inference18 Jun 2024 0 repositories listed
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Probabilistic Temporal Prediction of Continuous Disease Trajectories and Treatment Effects Using Neural SDEs18 Jun 2024 0 repositories listed
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Spillover Detection for Donor Selection in Synthetic Control Models17 Jun 2024 0 repositories listed
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Causal Post-Processing of Predictive Models13 Jun 2024 0 repositories listed
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Investigating potential causes of Sepsis with Bayesian network structure learning13 Jun 2024 0 repositories listed
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Counterfactual-based Root Cause Analysis for Dynamical Systems12 Jun 2024 0 repositories listed
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Orthogonalized Estimation of Difference of Q-functions12 Jun 2024 0 repositories listed
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Test-Time Fairness and Robustness in Large Language Models11 Jun 2024 0 repositories listed
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G-Transformer: Counterfactual Outcome Prediction under Dynamic and Time-varying Treatment Regimes8 Jun 2024 0 repositories listed
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Experimental Evaluation of ROS-Causal in Real-World Human-Robot Spatial Interaction Scenarios7 Jun 2024 0 repositories listed
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Reconciling Heterogeneous Effects in Causal Inference5 Jun 2024 0 repositories listed
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A Tutorial on Doubly Robust Learning for Causal Inference2 Jun 2024 0 repositories listed
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Causal Contrastive Learning for Counterfactual Regression Over Time1 Jun 2024 0 repositories listed
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Synthetic Potential Outcomes and Causal Mixture Identifiability29 May 2024 0 repositories listed
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Multi-CATE: Multi-Accurate Conditional Average Treatment Effect Estimation Robust to Unknown Covariate Shifts28 May 2024 0 repositories listed
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A Counterfactual Analysis of the Dishonest Casino24 May 2024 0 repositories listed
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24 May 2024 0 repositories listed Syntology 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Exploring the use of a Large Language Model for data extraction in systematic reviews: a rapid feasibility study23 May 2024 0 repositories listed
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Conformal Counterfactual Inference under Hidden Confounding20 May 2024 0 repositories listed
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The Logic of Counterfactuals and the Epistemology of Causal Inference18 May 2024 0 repositories listed
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Causality in the Can: Diet Coke's Impact on Fatness17 May 2024 0 repositories listed
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C-Learner: Constrained Learning for Causal Inference and Semiparametric Statistics15 May 2024 0 repositories listed
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Enhancing Airline Customer Satisfaction: A Machine Learning and Causal Analysis Approach15 May 2024 0 repositories listed
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CIER: A Novel Experience Replay Approach with Causal Inference in Deep Reinforcement Learning14 May 2024 0 repositories listed
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Estimating Direct and Indirect Causal Effects of Spatiotemporal Interventions in Presence of Spatial Interference13 May 2024 0 repositories listed
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Simultaneous Inference for Local Structural Parameters with Random Forests13 May 2024 0 repositories listed
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From Probability to Counterfactuals: the Increasing Complexity of Satisfiability in Pearl's Causal Hierarchy12 May 2024 0 repositories listed
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Causal Inference from Slowly Varying Nonstationary Processes11 May 2024 0 repositories listed
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Causal inference approach to appraise long-term effects of maintenance policy on functional performance of asphalt pavements6 May 2024 0 repositories listed
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Deep Learning for Causal Inference: A Comparison of Architectures for Heterogeneous Treatment Effect Estimation6 May 2024 0 repositories listed
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Out-of-Distribution Adaptation in Offline RL: Counterfactual Reasoning via Causal Normalizing Flows6 May 2024 0 repositories listed
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A causal inference approach of monosynapses from spike trains5 May 2024 0 repositories listed
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On Probabilistic and Causal Reasoning with Summation Operators5 May 2024 0 repositories listed
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Metalearners for Ranking Treatment Effects3 May 2024 0 repositories listed
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A deep causal inference model for fully-interpretable travel behaviour analysis2 May 2024 0 repositories listed
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ALCM: Autonomous LLM-Augmented Causal Discovery Framework2 May 2024 0 repositories listed
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Asymptotic Properties of the Distributional Synthetic Controls2 May 2024 0 repositories listed
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Designing Algorithmic Recommendations to Achieve Human-AI Complementarity2 May 2024 0 repositories listed
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Does Financial Literacy Impact Investment Participation and Retirement Planning in Japan?2 May 2024 0 repositories listed
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Estimating Heterogeneous Treatment Effects with Item-Level Outcome Data: Insights from Item Response Theory30 Apr 2024 0 repositories listed
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A General Causal Inference Framework for Cross-Sectional Observational Data28 Apr 2024 0 repositories listed
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Collaborative Heterogeneous Causal Inference Beyond Meta-analysis24 Apr 2024 0 repositories listed
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Causal Inference for Genomic Data with Multiple Heterogeneous Outcomes14 Apr 2024 0 repositories listed
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Evaluating Interventional Reasoning Capabilities of Large Language Models8 Apr 2024 0 repositories listed
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CAVIAR: Categorical-Variable Embeddings for Accurate and Robust Inference7 Apr 2024 0 repositories listed
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Context-dependent Causality (the Non-Nonotonic Case)7 Apr 2024 0 repositories listed
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Causality for Earth Science -- A Review on Time-series and Spatiotemporal Causality Methods3 Apr 2024 0 repositories listed
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Unveiling the Impact of Macroeconomic Policies: A Double Machine Learning Approach to Analyzing Interest Rate Effects on Financial Markets31 Mar 2024 0 repositories listed
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De-confounded Data-free Knowledge Distillation for Handling Distribution Shifts28 Mar 2024 0 repositories listed
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A Transfer Learning Causal Approach to Evaluate Racial/Ethnic and Geographic Variation in Outcomes Following Congenital Heart Surgery21 Mar 2024 0 repositories listed
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COBRA-PPM: A Causal Bayesian Reasoning Architecture Using Probabilistic Programming for Robot Manipulation Under Uncertainty21 Mar 2024 0 repositories listed
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Research on Personal Credit Risk Assessment Methods Based on Causal Inference17 Mar 2024 0 repositories listed
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Limits of Approximating the Median Treatment Effect15 Mar 2024 0 repositories listed
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Algorithmic syntactic causal identification14 Mar 2024 0 repositories listed
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Large Language Models and Causal Inference in Collaboration: A Comprehensive Survey14 Mar 2024 0 repositories listed
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Imputation of Counterfactual Outcomes when the Errors are Predictable12 Mar 2024 0 repositories listed
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Probabilistic Easy Variational Causal Effect12 Mar 2024 0 repositories listed
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CausalCellSegmenter: Causal Inference inspired Diversified Aggregation Convolution for Pathology Image Segmentation10 Mar 2024 0 repositories listed
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Causal Disentanglement for Regulating Social Influence Bias in Social Recommendation6 Mar 2024 0 repositories listed
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Media Bias Matters: Understanding the Impact of Politically Biased News on Vaccine Attitudes in Social Media6 Mar 2024 0 repositories listed
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A Data-Driven Two-Phase Multi-Split Causal Ensemble Model for Time Series4 Mar 2024 0 repositories listed
Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since , the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.