Browse State-of-the-Art › Causal Inference › Papers, page 7
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 7 of 18: papers 601 to 700 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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Argus Inspection: Do Multimodal Large Language Models Possess the Eye of Panoptes?3 Jun 2025 0 repositories listed
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Machine Mirages: Defining the Undefined3 Jun 2025 0 repositories listed
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Projection Pursuit Density Ratio Estimation1 Jun 2025 0 repositories listed
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Uncovering Bias Mechanisms in Observational Studies1 Jun 2025 0 repositories listed
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Recover Experimental Data with Selection Bias using Counterfactual Logic31 May 2025 0 repositories listed
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Data Fusion for Partial Identification of Causal Effects30 May 2025 0 repositories listed
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A Synthetic Business Cycle Approach to Counterfactual Analysis with Nonstationary Macroeconomic Data28 May 2025 0 repositories listed
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Causal Inference for Experiments with Latent Outcomes: Key Results and Their Implications for Design and Analysis28 May 2025 0 repositories listed
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MAMBO-NET: Multi-Causal Aware Modeling Backdoor-Intervention Optimization for Medical Image Segmentation Network28 May 2025 0 repositories listed
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Debiased Ill-Posed Regression27 May 2025 0 repositories listed
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Model Agnostic Differentially Private Causal Inference26 May 2025 0 repositories listed
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Estimating Online Influence Needs Causal Modeling! Counterfactual Analysis of Social Media Engagement25 May 2025 0 repositories listed
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Causal Discovery in Dynamic Fading Wireless Networks24 May 2025 0 repositories listed
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Federated Causal Inference from Multi-Site Observational Data via Propensity Score Aggregation23 May 2025 0 repositories listed
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Beyond Correlation: Towards Causal Large Language Model Agents in Biomedicine22 May 2025 0 repositories listed
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Seeing Far and Clearly: Mitigating Hallucinations in MLLMs with Attention Causal Decoding22 May 2025 0 repositories listed
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PO-Flow: Flow-based Generative Models for Sampling Potential Outcomes and Counterfactuals21 May 2025 0 repositories listed
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Towards a Science of Causal Interpretability in Deep Learning for Software Engineering21 May 2025 0 repositories listed
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Assimilative Causal Inference20 May 2025 0 repositories listed
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Cooperative Causal GraphSAGE20 May 2025 0 repositories listed
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From What Ifs to Insights: Counterfactuals in Causal Inference vs. Explainable AI19 May 2025 0 repositories listed
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Ice Cream Doesn't Cause Drowning: Benchmarking LLMs Against Statistical Pitfalls in Causal Inference19 May 2025 0 repositories listed
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Machine learning the first stage in 2SLS: Practical guidance from bias decomposition and simulation19 May 2025 0 repositories listed
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SurveillanceVQA-589K: A Benchmark for Comprehensive Surveillance Video-Language Understanding with Large Models19 May 2025 0 repositories listed
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Attribution Projection Calculus: A Novel Framework for Causal Inference in Bayesian Networks17 May 2025 0 repositories listed
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A Cautionary Tale on Integrating Studies with Disparate Outcome Measures for Causal Inference16 May 2025 0 repositories listed
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A Fast Kernel-based Conditional Independence test with Application to Causal Discovery16 May 2025 0 repositories listed
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A Generative Framework for Causal Estimation via Importance-Weighted Diffusion Distillation16 May 2025 0 repositories listed
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Forests for Differences: Robust Causal Inference Beyond Parametric DiD14 May 2025 0 repositories listed
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Empowering Vision Transformers with Multi-Scale Causal Intervention for Long-Tailed Image Classification13 May 2025 0 repositories listed
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Beyond Patterns: Harnessing Causal Logic for Autonomous Driving Trajectory Prediction11 May 2025 0 repositories listed
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Causal knowledge graph analysis identifies adverse drug effects11 May 2025 0 repositories listed
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dcFCI: Robust Causal Discovery Under Latent Confounding, Unfaithfulness, and Mixed Data10 May 2025 0 repositories listed
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Moments of Causal Effects8 May 2025 0 repositories listed
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Scientific Hypothesis Generation and Validation: Methods, Datasets, and Future Directions6 May 2025 0 repositories listed
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Structure Causal Models and LLMs Integration in Medical Visual Question Answering5 May 2025 0 repositories listed
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Federated Causal Inference in Healthcare: Methods, Challenges, and Applications4 May 2025 0 repositories listed
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Causally Fair Node Classification on Non-IID Graph Data3 May 2025 0 repositories listed
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TV-SurvCaus: Dynamic Representation Balancing for Causal Survival Analysis3 May 2025 0 repositories listed
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A Unifying Framework for Robust and Efficient Inference with Unstructured Data1 May 2025 0 repositories listed
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Inference for max-linear Bayesian networks with noise1 May 2025 0 repositories listed
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A Hamiltonian Higher-Order Elasticity Framework for Dynamic Diagnostics(2HOED)29 Apr 2025 0 repositories listed
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Artificial Intelligence for Personalized Prediction of Alzheimer's Disease Progression: A Survey of Methods, Data Challenges, and Future Directions29 Apr 2025 0 repositories listed
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Inference with few treated units28 Apr 2025 0 repositories listed
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ReLU integral probability metric and its applications26 Apr 2025 0 repositories listed
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Consistent Causal Inference of Group Effects in Non-Targeted Trials with Finitely Many Effect Levels22 Apr 2025 0 repositories listed
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Causal DAG Summarization (Full Version)21 Apr 2025 0 repositories listed
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Causality for Natural Language Processing20 Apr 2025 0 repositories listed
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Dynamic Regularized CBDT: Variance-Calibrated Causal Boosting for Interpretable Heterogeneous Treatment Effects18 Apr 2025 0 repositories listed
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Causal-Copilot: An Autonomous Causal Analysis Agent17 Apr 2025 0 repositories listed
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Eco-efficiency as a Catalyst for Citizen Co-production: Evidence from Chinese Cities17 Apr 2025 0 repositories listed
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The heterogeneous causal effects of the EU's Cohesion Fund17 Apr 2025 0 repositories listed
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On relative universality, regression operator, and conditional independence15 Apr 2025 0 repositories listed
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Reimagining Urban Science: Scaling Causal Inference with Large Language Models15 Apr 2025 0 repositories listed
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A Two-Stage Interpretable Matching Framework for Causal Inference13 Apr 2025 0 repositories listed
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A Framework of decision-relevant observability: Reinforcement Learning converges under relative ignorability10 Apr 2025 0 repositories listed
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Better Decisions through the Right Causal World Model9 Apr 2025 0 repositories listed
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Causal Inference under Interference through Designed Markets9 Apr 2025 0 repositories listed
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Causal Inference Isn't Special: Why It's Just Another Prediction Problem6 Apr 2025 0 repositories listed
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Counterfactual Inference under Thompson Sampling3 Apr 2025 0 repositories listed
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A Causal Inference Framework for Data Rich Environments2 Apr 2025 0 repositories listed
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Identifying Macro Causal Effects in C-DMGs2 Apr 2025 0 repositories listed
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Causal Models for Growing Networks1 Apr 2025 0 repositories listed
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Reinterpreting demand estimation30 Mar 2025 0 repositories listed
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ClusterSC: Advancing Synthetic Control with Donor Selection27 Mar 2025 0 repositories listed
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Inferring Treatment Effects in Large Panels by Uncovering Latent Similarities26 Mar 2025 0 repositories listed
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Body Discovery of Embodied AI25 Mar 2025 0 repositories listed
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Causal Links Between Anthropogenic Emissions and Air Pollution Dynamics in Delhi24 Mar 2025 0 repositories listed
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Differentially Private Joint Independence Test24 Mar 2025 0 repositories listed
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A Causal Adjustment Module for Debiasing Scene Graph Generation22 Mar 2025 0 repositories listed
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Causal Inference based Transfer Learning with LLMs: An Efficient Framework for Industrial RUL Prediction22 Mar 2025 0 repositories listed
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World Models in Artificial Intelligence: Sensing, Learning, and Reasoning Like a Child19 Mar 2025 0 repositories listed
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KANITE: Kolmogorov-Arnold Networks for ITE estimation18 Mar 2025 0 repositories listed
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Causes of evolutionary divergence in prostate cancer17 Mar 2025 0 repositories listed
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Computational identification of ketone metabolism as a key regulator of sleep stability and circadian dynamics via real-time metabolic profiling16 Mar 2025 0 repositories listed
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Difference-in-Differences Meets Synthetic Control: Doubly Robust Identification and Estimation14 Mar 2025 0 repositories listed
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Causal-Ex: Causal Graph-based Micro and Macro Expression Spotting12 Mar 2025 0 repositories listed
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A primer on optimal transport for causal inference with observational data10 Mar 2025 0 repositories listed
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Machine learning algorithms to predict stroke in China based on causal inference of time series analysis10 Mar 2025 0 repositories listed
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Antibiotic Resistance Microbiology Dataset (ARMD): A De-identified Resource for Studying Antimicrobial Resistance Using Electronic Health Records8 Mar 2025 0 repositories listed
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A Causal Inference Approach for Quantifying Research Impact7 Mar 2025 0 repositories listed
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Black Box Causal Inference: Effect Estimation via Meta Prediction7 Mar 2025 0 repositories listed
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Riemannian Metric Learning: Closer to You than You Imagine7 Mar 2025 0 repositories listed
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BotUmc: An Uncertainty-Aware Twitter Bot Detection with Multi-view Causal Inference4 Mar 2025 0 repositories listed
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Learning Exposure Mapping Functions for Inferring Heterogeneous Peer Effects3 Mar 2025 0 repositories listed
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Causal Inference on Outcomes Learned from Text2 Mar 2025 0 repositories listed
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Learning Conditional Average Treatment Effects in Regression Discontinuity Designs using Bayesian Additive Regression Trees1 Mar 2025 0 repositories listed
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Economic Causal Inference Based on DML Framework: Python Implementation of Binary and Continuous Treatment Variables27 Feb 2025 0 repositories listed
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Semiparametric Triple Difference Estimators27 Feb 2025 0 repositories listed
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Long-term Causal Inference via Modeling Sequential Latent Confounding26 Feb 2025 0 repositories listed
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Nonparametric Heterogeneous Long-term Causal Effect Estimation via Data Combination26 Feb 2025 0 repositories listed
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Revealing Treatment Non-Adherence Bias in Clinical Machine Learning Using Large Language Models26 Feb 2025 0 repositories listed
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An Overview of Large Language Models for Statisticians25 Feb 2025 0 repositories listed
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Joint Value Estimation and Bidding in Repeated First-Price Auctions24 Feb 2025 0 repositories listed
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Practical programming research of Linear DML model based on the simplest Python code: From the standpoint of novice researchers22 Feb 2025 0 repositories listed
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A novel approach to the relationships between data features -- based on comprehensive examination of mathematical, technological, and causal methodology20 Feb 2025 0 repositories listed
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Time Series Treatment Effects Analysis with Always-Missing Controls18 Feb 2025 0 repositories listed
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Batch-Adaptive Annotations for Causal Inference with Complex-Embedded Outcomes14 Feb 2025 0 repositories listed
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Causal Analysis of ASR Errors for Children: Quantifying the Impact of Physiological, Cognitive, and Extrinsic Factors12 Feb 2025 0 repositories listed
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Rolling with the Punches: Resilient Contrastive Pre-training under Non-Stationary Drift11 Feb 2025 0 repositories listed