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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 14 of 18: papers 1,301 to 1,400 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.

• Causal Identification with Additive Noise Models: Quantifying the Effect of Noise
  15 Oct 2021 0 repositories listed
• Identifying Causal Influences on Publication Trends and Behavior: A Case Study of the Computational Linguistics Community
  15 Oct 2021 0 repositories listed
• Causal Discovery from Conditionally Stationary Time Series
  12 Oct 2021 0 repositories listed
• β-Intact-VAE: Identifying and Estimating Causal Effects under Limited Overlap
  11 Oct 2021 0 repositories listed
• Density-based interpretable hypercube region partitioning for mixed numeric and categorical data
  11 Oct 2021 0 repositories listed
• High-dimensional Inference for Dynamic Treatment Effects
  10 Oct 2021 0 repositories listed
• A Primer on Deep Learning for Causal Inference
  9 Oct 2021 0 repositories listed
• Many Proxy Controls
  8 Oct 2021 0 repositories listed
• Estimating Potential Outcome Distributions with Collaborating Causal Networks
  4 Oct 2021 0 repositories listed
• Hierarchical Gaussian Process Models for Regression Discontinuity/Kink under Sharp and Fuzzy Designs
  3 Oct 2021 0 repositories listed
• Towards Principled Causal Effect Estimation by Deep Identifiable Models
  30 Sep 2021 0 repositories listed
• Automated hypothesis generation via Evolutionary Abduction
  29 Sep 2021 0 repositories listed
• β-Intact-VAE: Identifying and Estimating Causal Effects under Limited Overlap
  29 Sep 2021 0 repositories listed
• Causal Triple Attention Time Series Forecasting
  29 Sep 2021 0 repositories listed
• Connecting Data to Mechanisms with Meta Structual Causal Model
  29 Sep 2021 0 repositories listed
• Generating High-Fidelity Privacy-Conscious Synthetic Patient Data for Causal Effect Estimation with Multiple Treatments
  29 Sep 2021 0 repositories listed
• Learning Causal Relationships from Conditional Moment Restrictions by Importance Weighting
  29 Sep 2021 0 repositories listed
• Minimizing Memorization in Meta-learning: A Causal Perspective
  29 Sep 2021 0 repositories listed
• Mutual Information Minimization Based Disentangled Learning Framework For Causal Effect Estimation
  29 Sep 2021 0 repositories listed
• An Automated Approach to Causal Inference in Discrete Settings
  28 Sep 2021 0 repositories listed
• Heterogeneous Treatment Effect Estimation using machine learning for Healthcare application: tutorial and benchmark
  27 Sep 2021 0 repositories listed
• Temporal Inference with Finite Factored Sets
  23 Sep 2021 0 repositories listed
• Causal Inference in Non-linear Time-series using Deep Networks and Knockoff Counterfactuals
  22 Sep 2021 0 repositories listed
• Causal Inference, is just Inference: A beautifully simple idea that not everyone accepts
  22 Sep 2021 0 repositories listed
• Achieving Counterfactual Fairness for Causal Bandit
  21 Sep 2021 0 repositories listed
• Asymptotic Causal Inference
  20 Sep 2021 0 repositories listed
• Causal Inference in Network Economics
  20 Sep 2021 0 repositories listed
• Minimizing bias in massive multi-arm observational studies with BCAUS: balancing covariates automatically using supervision
  20 Sep 2021 0 repositories listed
• A Survey of Online Hate Speech through the Causal Lens
  16 Sep 2021 0 repositories listed
• Modelling Major Disease Outbreaks in the 21st Century: A Causal Approach
  15 Sep 2021 0 repositories listed
• Projected State-action Balancing Weights for Offline Reinforcement Learning
  10 Sep 2021 0 repositories listed
• Relating Graph Neural Networks to Structural Causal Models
  9 Sep 2021 0 repositories listed
• Variable Selection for Causal Inference via Outcome-Adaptive Random Forest
  9 Sep 2021 0 repositories listed
• Wildfire smoke plume segmentation using geostationary satellite imagery
  3 Sep 2021 0 repositories listed
• Top-N Recommendation with Counterfactual User Preference Simulation
  2 Sep 2021 0 repositories listed
• Regression Discontinuity Designs
  20 Aug 2021 0 repositories listed
• The Proximal ID Algorithm
  15 Aug 2021 0 repositories listed
• Learning Causal Models from Conditional Moment Restrictions by Importance Weighting
  3 Aug 2021 0 repositories listed
• Causal Inference in Educational Systems: A Graphical Modeling Approach
  2 Aug 2021 0 repositories listed
• Reducing Length Bias in Scoring Neural Machine Translation via a Causal Inference Method
  1 Aug 2021 0 repositories listed
• End-to-End Balancing for Causal Continuous Treatment-Effect Estimation
  27 Jul 2021 0 repositories listed
• CausalBERT: Injecting Causal Knowledge Into Pre-trained Models with Minimal Supervision
  21 Jul 2021 0 repositories listed
• Causal Inference Struggles with Agency on Online Platforms
  19 Jul 2021 0 repositories listed
• A Topological Perspective on Causal Inference
  18 Jul 2021 0 repositories listed
• Machine Learning for Financial Forecasting, Planning and Analysis: Recent Developments and Pitfalls
  10 Jul 2021 0 repositories listed
• Crowd Sensing and Living Lab Outdoor Experimentation Made Easy
  8 Jul 2021 0 repositories listed
• Causal Inference with Corrupted Data: Measurement Error, Missing Values, Discretization, and Differential Privacy
  6 Jul 2021 0 repositories listed
• DROID: Driver-centric Risk Object Identification
  24 Jun 2021 0 repositories listed
• Robust and Heterogenous Odds Ratio: Estimating Price Sensitivity for Unbought Items
  21 Jun 2021 0 repositories listed
• Stratified Learning: A General-Purpose Statistical Method for Improved Learning under Covariate Shift
  21 Jun 2021 0 repositories listed
• Experimentally testable whole brain manifolds that recapitulate behavior
  20 Jun 2021 0 repositories listed
• Machine learning in the social and health sciences
  20 Jun 2021 0 repositories listed
• Conterfactual Generative Zero-Shot Semantic Segmentation
  11 Jun 2021 0 repositories listed
• Context-Specific Causal Discovery for Categorical Data Using Staged Trees
  8 Jun 2021 0 repositories listed
• BayesIMP: Uncertainty Quantification for Causal Data Fusion
  7 Jun 2021 0 repositories listed
• Graph Infomax Adversarial Learning for Treatment Effect Estimation with Networked Observational Data
  5 Jun 2021 0 repositories listed
• Error Causal inference for Multi-Fusion models
  1 Jun 2021 0 repositories listed
• Adaptive Multi-Source Causal Inference
  31 May 2021 0 repositories listed
• Counterfactual Invariance to Spurious Correlations: Why and How to Pass Stress Tests
  31 May 2021 0 repositories listed
• Stochastic Intervention for Causal Inference via Reinforcement Learning
  28 May 2021 0 repositories listed
• Stochastic Intervention for Causal Effect Estimation
  27 May 2021 0 repositories listed
• Counterfactual Invariance to Spurious Correlations in Text Classification
  21 May 2021 0 repositories listed
• Identifying and Estimating Causal Effects under Weak Overlap by Generative Prognostic Model
  21 May 2021 0 repositories listed
• Variational Causal Autoencoder for Interventional and Counterfactual Queries
  21 May 2021 0 repositories listed
• Be Causal: De-biasing Social Network Confounding in Recommendation
  17 May 2021 0 repositories listed
• Estimating Heterogeneous Causal Effect of Polysubstance Usage on Drug Overdose from Large-Scale Electronic Health Record
  15 May 2021 0 repositories listed
• Causal Inference in medicine and in health policy, a summary
  10 May 2021 0 repositories listed
• The Local Approach to Causal Inference under Network Interference
  9 May 2021 0 repositories listed
• Proximal Learning for Individualized Treatment Regimes Under Unmeasured Confounding
  3 May 2021 0 repositories listed
• Weak Instrumental Variables: Limitations of Traditional 2SLS and Exploring Alternative Instrumental Variable Estimators
  26 Apr 2021 0 repositories listed
• Quantum causal inference in the presence of hidden common causes: An entropic approach
  24 Apr 2021 0 repositories listed
• Normalized multivariate time series causality analysis and causal graph reconstruction
  23 Apr 2021 0 repositories listed
• Prospective Artificial Intelligence Approaches for Active Cyber Defence
  20 Apr 2021 0 repositories listed
• Large-scale nonlinear Granger causality for inferring directed dependence from short multivariate time-series data
  9 Apr 2021 0 repositories listed
• Multi-Source Causal Inference Using Control Variates
  30 Mar 2021 0 repositories listed
• Causal Inference Under Unmeasured Confounding With Negative Controls: A Minimax Learning Approach
  25 Mar 2021 0 repositories listed
• User-Oriented Smart General AI System under Causal Inference
  25 Mar 2021 0 repositories listed
• Interpretable Machine Learning: Fundamental Principles and 10 Grand Challenges
  20 Mar 2021 0 repositories listed
• Estimating the causal effect of an intervention in a time series setting: the C-ARIMA approach
  11 Mar 2021 0 repositories listed
• Asymptotic Theory for IV-Based Reinforcement Learning with Potential Endogeneity
  6 Mar 2021 0 repositories listed
• Oil and Gas Reservoirs Parameters Analysis Using Mixed Learning of Bayesian Networks
  2 Mar 2021 0 repositories listed
• Confronting Machine Learning With Financial Research
  28 Feb 2021 0 repositories listed
• Case Level Counterfactual Reasoning in Process Mining
  25 Feb 2021 0 repositories listed
• Online Multi-Armed Bandits with Adaptive Inference
  25 Feb 2021 0 repositories listed
• A Review of Generalizability and Transportability
  23 Feb 2021 0 repositories listed
• SBI: A Simulation-Based Test of Identifiability for Bayesian Causal Inference
  23 Feb 2021 0 repositories listed
• Quantum Entropic Causal Inference
  23 Feb 2021 0 repositories listed
• Towards Causal Representation Learning
  22 Feb 2021 0 repositories listed
• Causal Mediation Analysis with Hidden Confounders
  21 Feb 2021 0 repositories listed
• Causal Estimation with Functional Confounders
  17 Feb 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
• A Critical Look at the Consistency of Causal Estimation With Deep Latent Variable Models
  12 Feb 2021 0 repositories listed
• Estimating a Directed Tree for Extremes
  11 Feb 2021 0 repositories listed
• Causal Inference for Time series Analysis: Problems, Methods and Evaluation
  11 Feb 2021 0 repositories listed
• Selecting Treatment Effects Models for Domain Adaptation Using Causal Knowledge
  11 Feb 2021 0 repositories listed
• Generating Synthetic Text Data to Evaluate Causal Inference Methods
  10 Feb 2021 0 repositories listed
• Patterns, predictions, and actions: A story about machine learning
  10 Feb 2021 0 repositories listed
• Causal versions of Maximum Entropy and Principle of Insufficient Reason
  7 Feb 2021 0 repositories listed
• Feedback in Imitation Learning: The Three Regimes of Covariate Shift
  4 Feb 2021 0 repositories listed
• Customer Price Sensitivities in Competitive Automobile Insurance Markets
  21 Jan 2021 0 repositories listed