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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 10 of 18: papers 901 to 1,000 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.

• Out-of-distribution robustness for multivariate analysis via causal regularisation
  4 Mar 2024 0 repositories listed
• The Implicit Bias of Heterogeneity towards Invariance: A Study of Multi-Environment Matrix Sensing
  3 Mar 2024 0 repositories listed
• How to Understand "Support"? An Implicit-enhanced Causal Inference Approach for Weakly-supervised Phrase Grounding
  29 Feb 2024 0 repositories listed
• Identifying Assumptions and Research Dynamics
  28 Feb 2024 0 repositories listed
• Towards Generalizing Inferences from Trials to Target Populations
  26 Feb 2024 0 repositories listed
• Impact of Physical Activity on Quality of Life During Pregnancy: A Causal ML Approach
  25 Feb 2024 0 repositories listed
• Causal Graph Discovery with Retrieval-Augmented Generation based Large Language Models
  23 Feb 2024 0 repositories listed
• Statistical Agnostic Regression: a machine learning method to validate regression models
  23 Feb 2024 0 repositories listed
• Optimizing Language Models for Human Preferences is a Causal Inference Problem
  22 Feb 2024 0 repositories listed
• Structure-agnostic Optimality of Doubly Robust Learning for Treatment Effect Estimation
  22 Feb 2024 0 repositories listed
• Integrating Active Learning in Causal Inference with Interference: A Novel Approach in Online Experiments
  20 Feb 2024 0 repositories listed
• How causal inference concepts can guide research into the effects of climate on infectious diseases
  19 Feb 2024 0 repositories listed
• Manipulation Test for Multidimensional RDD
  16 Feb 2024 0 repositories listed
• Robust agents learn causal world models
  16 Feb 2024 0 repositories listed
• Local Projections Inference with High-Dimensional Covariates without Sparsity
  12 Feb 2024 0 repositories listed
• Navigating Market Turbulence: Insights from Causal Network Contagion Value at Risk
  8 Feb 2024 0 repositories listed
• Hyperparameter Tuning for Causal Inference with Double Machine Learning: A Simulation Study
  7 Feb 2024 0 repositories listed
• PresAIse, A Prescriptive AI Solution for Enterprises
  3 Feb 2024 0 repositories listed
• DoubleMLDeep: Estimation of Causal Effects with Multimodal Data
  1 Feb 2024 0 repositories listed
• Causal Coordinated Concurrent Reinforcement Learning
  31 Jan 2024 0 repositories listed
• Continuous Treatment Effects with Surrogate Outcomes
  31 Jan 2024 0 repositories listed
• How Being Inside or Outside of Buildings Affects the Causal Relationship Between Weather and Pain Among People Living with Chronic Pain
  31 Jan 2024 0 repositories listed
• Graph Neural Networks: Theory for Estimation with Application on Network Heterogeneity
  29 Jan 2024 0 repositories listed
• Entrywise Inference for Missing Panel Data: A Simple and Instance-Optimal Approach
  24 Jan 2024 0 repositories listed
• Position: AI/ML Influencers Have a Place in the Academic Process
  24 Jan 2024 0 repositories listed
• Interventional Fairness on Partially Known Causal Graphs: A Constrained Optimization Approach
  19 Jan 2024 0 repositories listed
• Deep Learning With DAGs
  12 Jan 2024 0 repositories listed
• Modeling Latent Selection with Structural Causal Models
  12 Jan 2024 0 repositories listed
• Information Flow Rate for Cross-Correlated Stochastic Processes
  10 Jan 2024 0 repositories listed
• Inverting estimating equations for causal inference on quantiles
  2 Jan 2024 0 repositories listed
• Inferring Heterogeneous Treatment Effects of Crashes on Highway Traffic: A Doubly Robust Causal Machine Learning Approach
  1 Jan 2024 0 repositories listed
• Modeling Systemic Risk: A Time-Varying Nonparametric Causal Inference Framework
  27 Dec 2023 0 repositories listed
• The Challenge of Using LLMs to Simulate Human Behavior: A Causal Inference Perspective
  24 Dec 2023 0 repositories listed
• An Explainable AI Approach to Large Language Model Assisted Causal Model Auditing and Development
  23 Dec 2023 0 repositories listed
• Causal Forecasting for Pricing
  23 Dec 2023 0 repositories listed
• Learning Fair Policies for Multi-stage Selection Problems from Observational Data
  20 Dec 2023 0 repositories listed
• Linear and nonlinear causality in financial markets
  18 Dec 2023 0 repositories listed
• Instrumental Variable Estimation for Causal Inference in Longitudinal Data with Time-Dependent Latent Confounders
  12 Dec 2023 0 repositories listed
• Causal inference and policy evaluation without a control group
  10 Dec 2023 0 repositories listed
• Disentangled Latent Representation Learning for Tackling the Confounding M-Bias Problem in Causal Inference
  8 Dec 2023 0 repositories listed
• Causality and Explainability for Trustworthy Integrated Pest Management
  7 Dec 2023 0 repositories listed
• Exposing Disparities in Flood Adaptation for Equitable Future Interventions
  6 Dec 2023 0 repositories listed
• Geometry-Aware Normalizing Wasserstein Flows for Optimal Causal Inference
  30 Nov 2023 0 repositories listed
• InfoFlowNet: A Multi-head Attention-based Self-supervised Learning Model with Surrogate Approach for Uncovering Brain Effective Connectivity
  30 Nov 2023 0 repositories listed
• Entropy and the Kullback-Leibler Divergence for Bayesian Networks: Computational Complexity and Efficient Implementation
  29 Nov 2023 0 repositories listed
• Epistemic Limits of Empirical Finance: Causal Reductionism and Self-Reference
  28 Nov 2023 0 repositories listed
• Analyzing Behaviors of Mixed Traffic via Reinforcement Learning at Unsignalized Intersections
  21 Nov 2023 0 repositories listed
• A causal intervention framework for synthesizing mobility data and evaluating predictive neural networks
  20 Nov 2023 0 repositories listed
• Designing monitoring strategies for deployed machine learning algorithms: navigating performativity through a causal lens
  20 Nov 2023 0 repositories listed
• Complementary Advantages of ChatGPTs and Human Readers in Reasoning: Evidence from English Text Reading Comprehension
  17 Nov 2023 0 repositories listed
• Heteroskedasticity as a Signature of Association for Age-Related Genes
  15 Nov 2023 0 repositories listed
• The Impact of Generative Artificial Intelligence on Market Equilibrium: Evidence from a Natural Experiment
  13 Nov 2023 0 repositories listed
• Omitted Labels Induce Nontransitive Paradoxes in Causality
  12 Nov 2023 0 repositories listed
• Causal Inference on Investment Constraints and Non-stationarity in Dynamic Portfolio Optimization through Reinforcement Learning
  8 Nov 2023 0 repositories listed
• Learned Causal Method Prediction
  7 Nov 2023 0 repositories listed
• Causal inference with Machine Learning-Based Covariate Representation
  3 Nov 2023 0 repositories listed
• High Precision Causal Model Evaluation with Conditional Randomization
  3 Nov 2023 0 repositories listed
• Structured Neural Networks for Density Estimation and Causal Inference
  3 Nov 2023 0 repositories listed
• TRIALSCOPE: A Unifying Causal Framework for Scaling Real-World Evidence Generation with Biomedical Language Models
  2 Nov 2023 0 repositories listed
• Variable Selection in Maximum Mean Discrepancy for Interpretable Distribution Comparison
  2 Nov 2023 0 repositories listed
• Generator Identification for Linear SDEs with Additive and Multiplicative Noise
  30 Oct 2023 0 repositories listed
• CATE Lasso: Conditional Average Treatment Effect Estimation with High-Dimensional Linear Regression
  25 Oct 2023 0 repositories listed
• Causal Q-Aggregation for CATE Model Selection
  25 Oct 2023 0 repositories listed
• Analyzing User Characteristics of Hate Speech Spreaders on Social Media
  24 Oct 2023 0 repositories listed
• Causal Inference Using LLM-Guided Discovery
  23 Oct 2023 0 repositories listed
• Metastable Financial Markets
  19 Oct 2023 0 repositories listed
• Stranger Danger! Cross-Community Interactions with Fringe Users Increase the Growth of Fringe Communities on Reddit
  18 Oct 2023 0 repositories listed
• Assessing the Causal Impact of Humanitarian Aid on Food Security
  17 Oct 2023 0 repositories listed
• Confounding-Robust Policy Improvement with Human-AI Teams
  13 Oct 2023 0 repositories listed
• Understanding the Humans Behind Online Misinformation: An Observational Study Through the Lens of the COVID-19 Pandemic
  12 Oct 2023 0 repositories listed
• Accurate Use of Label Dependency in Multi-Label Text Classification Through the Lens of Causality
  11 Oct 2023 0 repositories listed
• Differentially Private Multi-Site Treatment Effect Estimation
  10 Oct 2023 0 repositories listed
• Projecting infinite time series graphs to finite marginal graphs using number theory
  9 Oct 2023 0 repositories listed
• Causal Inference in Gene Regulatory Networks with GFlowNet: Towards Scalability in Large Systems
  5 Oct 2023 0 repositories listed
• Causal Inference with Conditional Front-Door Adjustment and Identifiable Variational Autoencoder
  3 Oct 2023 0 repositories listed
• Conditional Instrumental Variable Regression with Representation Learning for Causal Inference
  3 Oct 2023 0 repositories listed
• Logical Bias Learning for Object Relation Prediction
  1 Oct 2023 0 repositories listed
• Causal Reasoning: Charting a Revolutionary Course for Next-Generation AI-Native Wireless Networks
  23 Sep 2023 0 repositories listed
• OpportunityFinder: A Framework for Automated Causal Inference
  22 Sep 2023 0 repositories listed
• Towards Counterfactual Fairness-aware Domain Generalization in Changing Environments
  22 Sep 2023 0 repositories listed
• Extracting Physical Causality from Measurements to Detect and Localize False Data Injection Attacks
  21 Sep 2023 0 repositories listed
• Human-in-the-Loop Causal Discovery under Latent Confounding using Ancestral GFlowNets
  21 Sep 2023 0 repositories listed
• Toolbox for Multimodal Learn (scikit-multimodallearn)
  21 Sep 2023 0 repositories listed
• Toolbox for Multimodal Learn (scikit-multimodallearn)
  21 Sep 2023 0 repositories listed
• Partially Specified Causal Simulations
  19 Sep 2023 0 repositories listed
• Causal Discovery and Counterfactual Explanations for Personalized Student Learning
  18 Sep 2023 0 repositories listed
• The role of causality in explainable artificial intelligence
  18 Sep 2023 0 repositories listed
• Answering Causal Queries at Layer 3 with DiscoSCMs-Embracing Heterogeneity
  17 Sep 2023 0 repositories listed
• Causal inference in network experiments: regression-based analysis and design-based properties
  14 Sep 2023 0 repositories listed
• MCNS: Mining Causal Natural Structures Inside Time Series via A Novel Internal Causality Scheme
  13 Sep 2023 0 repositories listed
• Using causal inference to avoid fallouts in data-driven parametric analysis: a case study in the architecture, engineering, and construction industry
  11 Sep 2023 0 repositories listed
• Inferring physical laws by artificial intelligence based causal models
  8 Sep 2023 0 repositories listed
• A Causal Perspective on Loan Pricing: Investigating the Impacts of Selection Bias on Identifying Bid-Response Functions
  7 Sep 2023 0 repositories listed
• Causal Structure Recovery of Linear Dynamical Systems: An FFT based Approach
  5 Sep 2023 0 repositories listed
• INTAGS: Interactive Agent-Guided Simulation
  4 Sep 2023 0 repositories listed
• Measuring, Interpreting, and Improving Fairness of Algorithms using Causal Inference and Randomized Experiments
  4 Sep 2023 0 repositories listed
• Emoji Promotes Developer Participation and Issue Resolution on GitHub
  30 Aug 2023 0 repositories listed
• Woolf et als GWAS by subtraction is not useful for cross-generational Mendelian randomization studies
  28 Aug 2023 0 repositories listed
• Machine Unlearning for Causal Inference
  24 Aug 2023 0 repositories listed
• Benchmarking Causal Study to Interpret Large Language Models for Source Code
  23 Aug 2023 0 repositories listed