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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 16 of 18: papers 1,501 to 1,600 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.

• Distributional synthetic controls
  17 Jan 2020 0 repositories listed
• Combining Offline Causal Inference and Online Bandit Learning for Data Driven Decision
  16 Jan 2020 0 repositories listed
• Inferring Individual Level Causal Models from Graph-based Relational Time Series
  16 Jan 2020 0 repositories listed
• The Counterfactual χ-GAN
  9 Jan 2020 0 repositories listed
• Counterfactual Evaluation of Treatment Assignment Functions with Networked Observational Data
  22 Dec 2019 0 repositories listed
• Causal Inference and Data Fusion in Econometrics
  19 Dec 2019 0 repositories listed
• More Efficient Off-Policy Evaluation through Regularized Targeted Learning
  13 Dec 2019 0 repositories listed
• Network Data
  13 Dec 2019 0 repositories listed
• MetaCI: Meta-Learning for Causal Inference in a Heterogeneous Population
  9 Dec 2019 0 repositories listed
• Using Machine Learning to Assess Short Term Causal Dependence and Infer Network Links
  5 Dec 2019 0 repositories listed
• Perceiving the arrow of time in autoregressive motion
  1 Dec 2019 0 repositories listed
• Variance Reduction in Bipartite Experiments through Correlation Clustering
  1 Dec 2019 0 repositories listed
• High Dimensional M-Estimation with Missing Outcomes: A Semi-Parametric Framework
  26 Nov 2019 0 repositories listed
• Algorithmic Bias in Recidivism Prediction: A Causal Perspective
  24 Nov 2019 0 repositories listed
• Causal Inference Under Approximate Neighborhood Interference
  16 Nov 2019 0 repositories listed
• RSM-GAN: A Convolutional Recurrent GAN for Anomaly Detection in Contaminated Seasonal Multivariate Time Series
  16 Nov 2019 0 repositories listed
• Selective machine learning of doubly robust functionals
  5 Nov 2019 0 repositories listed
• Causal Inference via Conditional Kolmogorov Complexity using MDL Binning
  31 Oct 2019 0 repositories listed
• Bayesian causal inference via probabilistic program synthesis
  30 Oct 2019 0 repositories listed
• Causal inference for climate change events from satellite image time series using computer vision and deep learning
  25 Oct 2019 0 repositories listed
• Strategic Classification is Causal Modeling in Disguise
  23 Oct 2019 0 repositories listed
• Leveraging directed causal discovery to detect latent common causes
  22 Oct 2019 0 repositories listed
• Causal bootstrapping
  21 Oct 2019 0 repositories listed
• Testability of instrument validity under continuous endogenous variables
  21 Oct 2019 0 repositories listed
• Large Dimensional Latent Factor Modeling with Missing Observations and Applications to Causal Inference
  18 Oct 2019 0 repositories listed
• Bimodular continuous attractor neural networks with static and moving stimuli
  16 Oct 2019 0 repositories listed
• Comment on "Blessings of Multiple Causes"
  11 Oct 2019 0 repositories listed
• The Case for Evaluating Causal Models Using Interventional Measures and Empirical Data
  11 Oct 2019 0 repositories listed
• Kernel-based Approach to Handle Mixed Data for Inferring Causal Graphs
  7 Oct 2019 0 repositories listed
• Donor's Deferral and Return Behavior: Partial Identification from a Regression Discontinuity Design with Manipulation
  4 Oct 2019 0 repositories listed
• Causal inference with Bayes rule
  2 Oct 2019 0 repositories listed
• An introduction to flexible methods for policy evaluation
  1 Oct 2019 0 repositories listed
• The fairness-accuracy landscape of neural classifiers
  25 Sep 2019 0 repositories listed
• Adversarial Orthogonal Regression: Two non-Linear Regressions for Causal Inference
  10 Sep 2019 0 repositories listed
• Online Causal Inference for Advertising in Real-Time Bidding Auctions
  22 Aug 2019 0 repositories listed
• Transcriptional Response of SK-N-AS Cells to Methamidophos
  11 Aug 2019 0 repositories listed
• Choosing with unknown causal information: Action-outcome probabilities for decision making can be grounded in causal models
  26 Jul 2019 0 repositories listed
• Info Intervention
  24 Jul 2019 0 repositories listed
• A discriminative approach for finding and characterizing positivity violations using decision trees
  18 Jul 2019 0 repositories listed
• Explaining Classifiers with Causal Concept Effect (CaCE)
  16 Jul 2019 0 repositories listed
• Quantifying Error in the Presence of Confounders for Causal Inference
  10 Jul 2019 0 repositories listed
• Quantifying Confounding Bias in Neuroimaging Datasets with Causal Inference
  9 Jul 2019 0 repositories listed
• Adjustment Criteria for Recovering Causal Effects from Missing Data
  2 Jul 2019 0 repositories listed
• Causal Inference Under Interference And Network Uncertainty
  29 Jun 2019 0 repositories listed
• Identification In Missing Data Models Represented By Directed Acyclic Graphs
  29 Jun 2019 0 repositories listed
• Learning Causal State Representations of Partially Observable Environments
  25 Jun 2019 0 repositories listed
• A Bayesian Solution to the M-Bias Problem
  17 Jun 2019 0 repositories listed
• Reliable Estimation of Individual Treatment Effect with Causal Information Bottleneck
  7 Jun 2019 0 repositories listed
• The Secrets of Machine Learning: Ten Things You Wish You Had Known Earlier to be More Effective at Data Analysis
  4 Jun 2019 0 repositories listed
• Measuring and Modeling Language Change
  1 Jun 2019 0 repositories listed
• Multiple Causes: A Causal Graphical View
  30 May 2019 0 repositories listed
• Rarely-switching linear bandits: optimization of causal effects for the real world
  30 May 2019 0 repositories listed
• Privacy-Preserving Causal Inference via Inverse Probability Weighting
  29 May 2019 0 repositories listed
• Sample Complexity of Sample Average Approximation for Conditional Stochastic Optimization
  28 May 2019 0 repositories listed
• Contrastive Fairness in Machine Learning
  17 May 2019 0 repositories listed
• Stability of Linear Structural Equation Models of Causal Inference
  16 May 2019 0 repositories listed
• An End-to-End Framework to Identify Pathogenic Social Media Accounts on Twitter
  4 May 2019 0 repositories listed
• Learning Information Propagation in the Dynamical Systems via Information Bottleneck Hierarchy
  1 May 2019 0 repositories listed
• Beauty Learning and Counterfactual Inference
  24 Apr 2019 0 repositories listed
• A unifying approach for doubly-robust ℓ₁ regularized estimation of causal contrasts
  7 Apr 2019 0 repositories listed
• What can be estimated? Identifiability, estimability, causal inference and ill-posed inverse problems
  4 Apr 2019 0 repositories listed
• Machine Learning Methods Economists Should Know About
  24 Mar 2019 0 repositories listed
• Size of Interventional Markov Equivalence Classes in Random DAG Models
  5 Mar 2019 0 repositories listed
• On Robustness of Principal Component Regression
  28 Feb 2019 0 repositories listed
• On Multi-Cause Causal Inference with Unobserved Confounding: Counterexamples, Impossibility, and Alternatives
  27 Feb 2019 0 repositories listed
• Classifying Treatment Responders Under Causal Effect Monotonicity
  14 Feb 2019 0 repositories listed
• Robust Multi-instance Learning with Stable Instances
  13 Feb 2019 0 repositories listed
• On L₂-consistency of nearest neighbor matching
  6 Feb 2019 0 repositories listed
• Causal Effect Identification from Multiple Incomplete Data Sources: A General Search-based Approach
  4 Feb 2019 0 repositories listed
• Causal Discovery with a Mixture of DAGs
  28 Jan 2019 0 repositories listed
• Causal Mediation Analysis Leveraging Multiple Types of Summary Statistics Data
  24 Jan 2019 0 repositories listed
• Shared Causal Paths underlying Alzheimer's dementia and Type 2 Diabetes
  16 Jan 2019 0 repositories listed
• A Bayesian Model for Bivariate Causal Inference
  24 Dec 2018 0 repositories listed
• Balanced Linear Contextual Bandits
  15 Dec 2018 0 repositories listed
• Explainable Genetic Inheritance Pattern Prediction
  1 Dec 2018 0 repositories listed
• Identification and Estimation of Causal Effects from Dependent Data
  1 Dec 2018 0 repositories listed
• Estimating Causal Effects With Partial Covariates For Clinical Interpretability
  26 Nov 2018 0 repositories listed
• Causal Inference by String Diagram Surgery
  20 Nov 2018 0 repositories listed
• MALTS: Matching After Learning to Stretch
  18 Nov 2018 0 repositories listed
• Explaining Deep Learning Models using Causal Inference
  11 Nov 2018 0 repositories listed
• Connecting the Dots: Identifying Network Structure via Graph Signal Processing
  31 Oct 2018 0 repositories listed
• Causal Inference in Nonverbal Dyadic Communication with Relevant Interval Selection and Granger Causality
  29 Oct 2018 0 repositories listed
• Learning stable and predictive structures in kinetic systems: Benefits of a causal approach
  28 Oct 2018 0 repositories listed
• Removing Hidden Confounding by Experimental Grounding
  27 Oct 2018 0 repositories listed
• Contextual Multi-Armed Bandits for Causal Marketing
  2 Oct 2018 0 repositories listed
• Early Identification of Pathogenic Social Media Accounts
  25 Sep 2018 0 repositories listed
• Evaluating Fairness Metrics in the Presence of Dataset Bias
  24 Sep 2018 0 repositories listed
• Efficient Counterfactual Learning from Bandit Feedback
  10 Sep 2018 0 repositories listed
• A Primer on Causality in Data Science
  7 Sep 2018 0 repositories listed
• Learning Optimal Fair Policies
  6 Sep 2018 0 repositories listed
• Understanding Perceptual and Conceptual Fluency at a Large Scale
  1 Sep 2018 0 repositories listed
• Optimal Nonparametric Inference with Two-Scale Distributional Nearest Neighbors
  25 Aug 2018 0 repositories listed
• Transfer Learning for Estimating Causal Effects using Neural Networks
  23 Aug 2018 0 repositories listed
• Discovering Context Specific Causal Relationships
  20 Aug 2018 0 repositories listed
• The Deconfounded Recommender: A Causal Inference Approach to Recommendation
  20 Aug 2018 0 repositories listed
• Effect of secular trend in drug effectiveness study in real world data
  18 Aug 2018 0 repositories listed
• Estimating Heterogeneous Causal Effects in the Presence of Irregular Assignment Mechanisms
  13 Aug 2018 0 repositories listed
• Applications of Common Entropy for Causal Inference
  26 Jul 2018 0 repositories listed
• Towards Modeling the Interaction of Spatial-Associative Neural Network Representations for Multisensory Perception
  13 Jul 2018 0 repositories listed
• Cause-Effect Deep Information Bottleneck For Systematically Missing Covariates
  6 Jul 2018 0 repositories listed