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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 11 of 18: papers 1,001 to 1,100 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.

• Does Misclassifying Non-confounding Covariates as Confounders Affect the Causal Inference within the Potential Outcomes Framework?
  22 Aug 2023 0 repositories listed
• Artificial Intelligence and Aesthetic Judgment
  21 Aug 2023 0 repositories listed
• Active and Passive Causal Inference Learning
  18 Aug 2023 0 repositories listed
• Unveiling Causalities in SAR ATR: A Causal Interventional Approach for Limited Data
  18 Aug 2023 0 repositories listed
• Uplift Modeling: from Causal Inference to Personalization
  17 Aug 2023 0 repositories listed
• Stable and Causal Inference for Discriminative Self-supervised Deep Visual Representations
  16 Aug 2023 0 repositories listed
• Learning Bayesian Networks with Heterogeneous Agronomic Data Sets via Mixed-Effect Models and Hierarchical Clustering
  11 Aug 2023 0 repositories listed
• Nonlinear Permuted Granger Causality
  11 Aug 2023 0 repositories listed
• Towards a Causal Probabilistic Framework for Prediction, Action-Selection & Explanations for Robot Block-Stacking Tasks
  11 Aug 2023 0 repositories listed
• A Forecaster's Review of Judea Pearl's Causality: Models, Reasoning and Inference, Second Edition, 2009
  10 Aug 2023 0 repositories listed
• Generalization bound for estimating causal effects from observational network data
  8 Aug 2023 0 repositories listed
• Scalable Computation of Causal Bounds
  4 Aug 2023 0 repositories listed
• Improving the Variance of Differentially Private Randomized Experiments through Clustering
  2 Aug 2023 0 repositories listed
• VLUCI: Variational Learning of Unobserved Confounders for Counterfactual Inference
  2 Aug 2023 0 repositories listed
• A continuous Structural Intervention Distance to compare Causal Graphs
  31 Jul 2023 0 repositories listed
• Causal Inference for Banking Finance and Insurance A Survey
  31 Jul 2023 0 repositories listed
• De-confounding Representation Learning for Counterfactual Inference on Continuous Treatment via Generative Adversarial Network
  24 Jul 2023 0 repositories listed
• Multiply Robust Estimator Circumvents Hyperparameter Tuning of Neural Network Models in Causal Inference
  20 Jul 2023 0 repositories listed
• Asymptotically Unbiased Synthetic Control Methods by Density Matching
  20 Jul 2023 0 repositories listed
• An R package for parametric estimation of causal effects
  17 Jul 2023 0 repositories listed
• Efficient Computation of Counterfactual Bounds
  17 Jul 2023 0 repositories listed
• Benchmarking Bayesian Causal Discovery Methods for Downstream Treatment Effect Estimation
  11 Jul 2023 0 repositories listed
• Unbiased Scene Graph Generation via Two-stage Causal Modeling
  11 Jul 2023 0 repositories listed
• Counterfactual Explanation for Fairness in Recommendation
  10 Jul 2023 0 repositories listed
• Root Causal Inference from Single Cell RNA Sequencing with the Negative Binomial
  10 Jul 2023 0 repositories listed
• Identification of Causal Relationship between Amyloid-beta Accumulation and Alzheimer's Disease Progression via Counterfactual Inference
  3 Jul 2023 0 repositories listed
• Causal inference for the expected number of recurrent events in the presence of a terminal event
  28 Jun 2023 0 repositories listed
• Predictive Coding beyond Correlations
  27 Jun 2023 0 repositories listed
• Comparing Causal Frameworks: Potential Outcomes, Structural Models, Graphs, and Abstractions
  25 Jun 2023 0 repositories listed
• CF-GODE: Continuous-Time Causal Inference for Multi-Agent Dynamical Systems
  20 Jun 2023 0 repositories listed
• Decoding Urban-health Nexus: Interpretable Machine Learning Illuminates Cancer Prevalence based on Intertwined City Features
  20 Jun 2023 0 repositories listed
• FAIR: A Causal Framework for Accurately Inferring Judgments Reversals
  20 Jun 2023 0 repositories listed
• Can predictive models be used for causal inference?
  18 Jun 2023 0 repositories listed
• Mitigating Cold-start Forecasting using Cold Causal Demand Forecasting Model
  15 Jun 2023 0 repositories listed
• Ensembled Prediction Intervals for Causal Outcomes Under Hidden Confounding
  15 Jun 2023 0 repositories listed
• Inferring dynamic regulatory interaction graphs from time series data with perturbations
  13 Jun 2023 0 repositories listed
• A Causal Framework for Decomposing Spurious Variations
  8 Jun 2023 0 repositories listed
• Task-specific experimental design for treatment effect estimation
  8 Jun 2023 0 repositories listed
• Timing Process Interventions with Causal Inference and Reinforcement Learning
  7 Jun 2023 0 repositories listed
• Intervention Generalization: A View from Factor Graph Models
  6 Jun 2023 0 repositories listed
• Contagion Effect Estimation Using Proximal Embeddings
  4 Jun 2023 0 repositories listed
• Individual Causal Inference Using Panel Data With Multiple Outcomes
  3 Jun 2023 0 repositories listed
• Behavioral Causal Inference
  30 May 2023 0 repositories listed
• Point Cloud Completion Guided by Prior Knowledge via Causal Inference
  28 May 2023 0 repositories listed
• Controlling Learned Effects to Reduce Spurious Correlations in Text Classifiers
  26 May 2023 0 repositories listed
• T2TD: Text-3D Generation Model based on Prior Knowledge Guidance
  25 May 2023 0 repositories listed
• Operationalizing Counterfactual Metrics: Incentives, Ranking, and Information Asymmetry
  24 May 2023 0 repositories listed
• Causality-Aided Trade-off Analysis for Machine Learning Fairness
  22 May 2023 0 repositories listed
• The Decaying Missing-at-Random Framework: Model Doubly Robust Causal Inference with Partially Labeled Data
  22 May 2023 0 repositories listed
• A Survey on Causal Discovery: Theory and Practice
  17 May 2023 0 repositories listed
• The Impact of Missing Data on Causal Discovery: A Multicentric Clinical Study
  17 May 2023 0 repositories listed
• The Hardness of Reasoning about Probabilities and Causality
  16 May 2023 0 repositories listed
• A Causal Inference Framework for Leveraging External Controls in Hybrid Trials
  15 May 2023 0 repositories listed
• Artificial intelligence to advance Earth observation: : A review of models, recent trends, and pathways forward
  15 May 2023 0 repositories listed
• Integrating Nearest Neighbors with Neural Network Models for Treatment Effect Estimation
  11 May 2023 0 repositories listed
• Reinterpreting causal discovery as the task of predicting unobserved joint statistics
  11 May 2023 0 repositories listed
• Axiomatization of Interventional Probability Distributions
  8 May 2023 0 repositories listed
• The Fundamental Limits of Structure-Agnostic Functional Estimation
  6 May 2023 0 repositories listed
• Causal Discovery with Stage Variables for Health Time Series
  5 May 2023 0 repositories listed
• CausalAPM: Generalizable Literal Disentanglement for NLU Debiasing
  4 May 2023 0 repositories listed
• String Diagrams with Factorized Densities
  4 May 2023 0 repositories listed
• Efficient estimation of weighted cumulative treatment effects by double/debiased machine learning
  3 May 2023 0 repositories listed
• An Efficient Doubly-Robust Test for the Kernel Treatment Effect
  26 Apr 2023 0 repositories listed
• Causal Semantic Communication for Digital Twins: A Generalizable Imitation Learning Approach
  25 Apr 2023 0 repositories listed
• Causal Effect Estimation with Variational AutoEncoder and the Front Door Criterion
  24 Apr 2023 0 repositories listed
• Debiasing Conditional Stochastic Optimization
  20 Apr 2023 0 repositories listed
• METAM: Goal-Oriented Data Discovery
  18 Apr 2023 0 repositories listed
• Adjustment with Many Regressors Under Covariate-Adaptive Randomizations
  17 Apr 2023 0 repositories listed
• Causal models in string diagrams
  15 Apr 2023 0 repositories listed
• Predictive Incrementality by Experimentation (PIE) for Ad Measurement
  13 Apr 2023 0 repositories listed
• Bayesian Causal Inference in Doubly Gaussian DAG-probit Models
  12 Apr 2023 0 repositories listed
• Partial Identification of Causal Effects Using Proxy Variables
  10 Apr 2023 0 repositories listed
• Data AUDIT: Identifying Attribute Utility- and Detectability-Induced Bias in Task Models
  6 Apr 2023 0 repositories listed
• A step towards the applicability of algorithms based on invariant causal learning on observational data
  5 Apr 2023 0 repositories listed
• Matched Machine Learning: A Generalized Framework for Treatment Effect Inference With Learned Metrics
  3 Apr 2023 0 repositories listed
• TSCI: two stage curvature identification for causal inference with invalid instruments
  2 Apr 2023 0 repositories listed
• A Novel Two-level Causal Inference Framework for On-road Vehicle Quality Issues Diagnosis
  31 Mar 2023 0 repositories listed
• Differentially Private Synthetic Control
  24 Mar 2023 0 repositories listed
• Don't (fully) exclude me, it's not necessary! Causal inference with semi-IVs
  22 Mar 2023 0 repositories listed
• Counterfactually Fair Regression with Double Machine Learning
  21 Mar 2023 0 repositories listed
• Reliable Beamforming at Terahertz Bands: Are Causal Representations the Way Forward?
  14 Mar 2023 0 repositories listed
• Application of targeted maximum likelihood estimation in public health and epidemiological studies: a systematic review
  13 Mar 2023 0 repositories listed
• Bayesian Causal Forests for Multivariate Outcomes: Application to Irish Data From an International Large Scale Education Assessment
  8 Mar 2023 0 repositories listed
• Estimating Treatment Effects from Irregular Time Series Observations with Hidden Confounders
  4 Mar 2023 0 repositories listed
• Continual Causal Inference with Incremental Observational Data
  3 Mar 2023 0 repositories listed
• Representation Disentaglement via Regularization by Causal Identification
  28 Feb 2023 0 repositories listed
• Q-Cogni: An Integrated Causal Reinforcement Learning Framework
  26 Feb 2023 0 repositories listed
• Mitigating Observation Biases in Crowdsourced Label Aggregation
  25 Feb 2023 0 repositories listed
• Personalized Pricing with Invalid Instrumental Variables: Identification, Estimation, and Policy Learning
  24 Feb 2023 0 repositories listed
• Modular Deep Learning
  22 Feb 2023 0 repositories listed
• Quantifying Causes of Arctic Amplification via Deep Learning based Time-series Causal Inference
  22 Feb 2023 0 repositories listed
• Mental Health Coping Stories on Social Media: A Causal-Inference Study of Papageno Effect
  20 Feb 2023 0 repositories listed
• Estimating Treatment Effects in Continuous Time with Hidden Confounders
  19 Feb 2023 0 repositories listed
• Stochastic Online Instrumental Variable Regression: Regrets for Endogeneity and Bandit Feedback
  18 Feb 2023 0 repositories listed
• Causal Inference out of Control: Estimating the Steerability of Consumption
  10 Feb 2023 0 repositories listed
• An End-to-End Framework for Marketing Effectiveness Optimization under Budget Constraint
  9 Feb 2023 0 repositories listed
• Toward a Theory of Causation for Interpreting Neural Code Models
  7 Feb 2023 0 repositories listed
• Causal Confirmation Measures: From Simpson's Paradox to COVID-19
  3 Feb 2023 0 repositories listed
• Causal Inference Based Single-branch Ensemble Trees For Uplift Modeling
  3 Feb 2023 0 repositories listed
• Causal Effect Estimation: Recent Advances, Challenges, and Opportunities
  2 Feb 2023 0 repositories listed