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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 13 of 18: papers 1,201 to 1,300 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.

• Estimating and Mitigating the Congestion Effect of Curbside Pick-ups and Drop-offs: A Causal Inference Approach
  5 Jun 2022 0 repositories listed
• Prescriptive maintenance with causal machine learning
  3 Jun 2022 0 repositories listed
• Learning Disentangled Representations for Counterfactual Regression via Mutual Information Minimization
  2 Jun 2022 0 repositories listed
• Revisiting the General Identifiability Problem
  2 Jun 2022 0 repositories listed
• Causal Investigation of Public Opinion during the COVID-19 Pandemic via Social Media Text
  1 Jun 2022 0 repositories listed
• Causal Explanations for Sequential Decision Making Under Uncertainty
  30 May 2022 0 repositories listed
• Counterfactual Fairness with Partially Known Causal Graph
  27 May 2022 0 repositories listed
• Leveraging Causal Inference for Explainable Automatic Program Repair
  26 May 2022 0 repositories listed
• Pessimism in the Face of Confounders: Provably Efficient Offline Reinforcement Learning in Partially Observable Markov Decision Processes
  26 May 2022 0 repositories listed
• Identifying Patient-Specific Root Causes with the Heteroscedastic Noise Model
  25 May 2022 0 repositories listed
• Causal Machine Learning for Healthcare and Precision Medicine
  23 May 2022 0 repositories listed
• Neuroevolutionary Feature Representations for Causal Inference
  21 May 2022 0 repositories listed
• A New Central Limit Theorem for the Augmented IPW Estimator: Variance Inflation, Cross-Fit Covariance and Beyond
  20 May 2022 0 repositories listed
• Causal Inference from Small High-dimensional Datasets
  19 May 2022 0 repositories listed
• CaM-Gen: Causally Aware Metric-Guided Text Generation
  1 May 2022 0 repositories listed
• Conceptualizing Treatment Leakage in Text-based Causal Inference
  1 May 2022 0 repositories listed
• Causal Discovery on the Effect of Antipsychotic Drugs on Delirium Patients in the ICU using Large EHR Dataset
  28 Apr 2022 0 repositories listed
• Partial Identification of Dose Responses with Hidden Confounders
  24 Apr 2022 0 repositories listed
• Local Gaussian process extrapolation for BART models with applications to causal inference
  23 Apr 2022 0 repositories listed
• Adversarial Estimators
  22 Apr 2022 0 repositories listed
• A unified theory of information transfer and causal relation
  21 Apr 2022 0 repositories listed
• Interventional Multi-Instance Learning with Deconfounded Instance-Level Prediction
  20 Apr 2022 0 repositories listed
• Causal Intervention for Subject-Deconfounded Facial Action Unit Recognition
  17 Apr 2022 0 repositories listed
• Causal Disentanglement with Network Information for Debiased Recommendations
  14 Apr 2022 0 repositories listed
• Causal Discovery and Causal Learning for Fire Resistance Evaluation: Incorporating Domain Knowledge
  11 Apr 2022 0 repositories listed
• Causality, Causal Discovery, and Causal Inference in Structural Engineering
  4 Apr 2022 0 repositories listed
• From Intervention to Domain Transportation: A Novel Perspective to Optimize Recommendation
  26 Mar 2022 0 repositories listed
• Tutorial: Modern Theoretical Tools for Understanding and Designing Next-generation Information Retrieval System
  26 Mar 2022 0 repositories listed
• GCF: Generalized Causal Forest for Heterogeneous Treatment Effect Estimation in Online Marketplace
  21 Mar 2022 0 repositories listed
• Deep Multi-Modal Structural Equations For Causal Effect Estimation With Unstructured Proxies
  18 Mar 2022 0 repositories listed
• The worst of both worlds: A comparative analysis of errors in learning from data in psychology and machine learning
  12 Mar 2022 0 repositories listed
• Identifiability of Causal-based Fairness Notions: A State of the Art
  11 Mar 2022 0 repositories listed
• Multi-Task Adversarial Learning for Treatment Effect Estimation in Basket Trials
  10 Mar 2022 0 repositories listed
• Effects of Epileptiform Activity on Discharge Outcome in Critically Ill Patients
  9 Mar 2022 0 repositories listed
• Covariate-Balancing-Aware Interpretable Deep Learning models for Treatment Effect Estimation
  7 Mar 2022 0 repositories listed
• Reinforcement Learning in Modern Biostatistics: Constructing Optimal Adaptive Interventions
  4 Mar 2022 0 repositories listed
• The Cost of Influence: How Gifts to Physicians Shape Prescriptions and Drug Costs
  3 Mar 2022 0 repositories listed
• Estimating causal effects with optimization-based methods: A review and empirical comparison
  28 Feb 2022 0 repositories listed
• Off-Policy Evaluation with Policy-Dependent Optimization Response
  25 Feb 2022 0 repositories listed
• Learning Infomax and Domain-Independent Representations for Causal Effect Inference with Real-World Data
  22 Feb 2022 0 repositories listed
• Partial Identification with Noisy Covariates: A Robust Optimization Approach
  22 Feb 2022 0 repositories listed
• Learning Causal Overhypotheses through Exploration in Children and Computational Models
  21 Feb 2022 0 repositories listed
• A Free Lunch with Influence Functions? Improving Neural Network Estimates with Concepts from Semiparametric Statistics
  18 Feb 2022 0 repositories listed
• Counterfactual Analysis of the Impact of the IMF Program on Child Poverty in the Global-South Region using Causal-Graphical Normalizing Flows
  17 Feb 2022 0 repositories listed
• Benign-Overfitting in Conditional Average Treatment Effect Prediction with Linear Regression
  10 Feb 2022 0 repositories listed
• Reinforcement Learning in the Wild: Scalable RL Dispatching Algorithm Deployed in Ridehailing Marketplace
  10 Feb 2022 0 repositories listed
• Validating Causal Inference Methods
  9 Feb 2022 0 repositories listed
• Causal Inference Using Tractable Circuits
  7 Feb 2022 0 repositories listed
• Evaluation Methods and Measures for Causal Learning Algorithms
  7 Feb 2022 0 repositories listed
• Some Reflections on Drawing Causal Inference using Textual Data: Parallels Between Human Subjects and Organized Texts
  2 Feb 2022 0 repositories listed
• Combining Experimental and Observational Data for Identification and Estimation of Long-Term Causal Effects
  26 Jan 2022 0 repositories listed
• Promises and Challenges of Causality for Ethical Machine Learning
  26 Jan 2022 0 repositories listed
• Learning Resource Allocation Policies from Observational Data with an Application to Homeless Services Delivery
  25 Jan 2022 0 repositories listed
• Time-Series K-means in Causal Inference and Mechanism Clustering for Financial Data
  24 Jan 2022 0 repositories listed
• Symbiotic bacterial network structure involved in carbon and nitrogen metabolism of wood-utilizing insect larvae
  24 Jan 2022 0 repositories listed
• A Causal Lens for Controllable Text Generation
  22 Jan 2022 0 repositories listed
• DRTCI: Learning Disentangled Representations for Temporal Causal Inference
  20 Jan 2022 0 repositories listed
• On the Opportunity of Causal Learning in Recommendation Systems: Foundation, Estimation, Prediction and Challenges
  18 Jan 2022 0 repositories listed
• Conceptualizing Treatment Leakage in Text-based Causal Inference
  16 Jan 2022 0 repositories listed
• Debiased Recommendation with User Feature Balancing
  16 Jan 2022 0 repositories listed
• XLTime: A Cross-Lingual Knowledge Transfer Framework for Temporal Expression Extraction
  16 Jan 2022 0 repositories listed
• A robust kernel machine regression towards biomarker selection in multi-omics datasets of osteoporosis for drug discovery
  13 Jan 2022 0 repositories listed
• Kernel methods for long term dose response curves
  13 Jan 2022 0 repositories listed
• Optimal Best Arm Identification in Two-Armed Bandits with a Fixed Budget under a Small Gap
  12 Jan 2022 0 repositories listed
• Ancestral Instrument Method for Causal Inference without Complete Knowledge
  11 Jan 2022 0 repositories listed
• A General Framework for Treatment Effect Estimation in Semi-Supervised and High Dimensional Settings
  3 Jan 2022 0 repositories listed
• EI-CLIP: Entity-Aware Interventional Contrastive Learning for E-Commerce Cross-Modal Retrieval
  1 Jan 2022 0 repositories listed
• Auction Throttling and Causal Inference of Online Advertising Effects
  30 Dec 2021 0 repositories listed
• Private Private Information
  29 Dec 2021 0 repositories listed
• Nested Nonparametric Instrumental Variable Regression
  28 Dec 2021 0 repositories listed
• Using Network-based Causal Inference to Detect the Sources of Contagion in the Currency Market
  24 Dec 2021 0 repositories listed
• Causal Inference Despite Limited Global Confounding via Mixture Models
  22 Dec 2021 0 repositories listed
• On Causal Inference for Data-free Structured Pruning
  19 Dec 2021 0 repositories listed
• AI Assurance using Causal Inference: Application to Public Policy
  1 Dec 2021 0 repositories listed
• Answering Complex Causal Queries With the Maximum Causal Set Effect
  1 Dec 2021 0 repositories listed
• Causal Inference for Event Pairs in Multivariate Point Processes
  1 Dec 2021 0 repositories listed
• Identification and Estimation of Joint Probabilities of Potential Outcomes in Observational Studies with Covariate Information
  1 Dec 2021 0 repositories listed
• The Adaptive Doubly Robust Estimator and a Paradox Concerning Logging Policy
  1 Dec 2021 0 repositories listed
• Causal Analysis and Classification of Traffic Crash Injury Severity Using Machine Learning Algorithms
  30 Nov 2021 0 repositories listed
• A Two-Stage Feature Selection Approach for Robust Evaluation of Treatment Effects in High-Dimensional Observational Data
  27 Nov 2021 0 repositories listed
• CaM-Gen: Causally-aware Guided Text Generation
  16 Nov 2021 0 repositories listed
• Causal Effect Variational Autoencoder with Uniform Treatment
  16 Nov 2021 0 repositories listed
• ROCK: A Causal Inference Framework for Reasoning about Commonsense Causality
  16 Nov 2021 0 repositories listed
• XLTime: A Cross-Lingual Knowledge Transfer Framework for Zero-Shot Low-Resource Language Temporal Expression Extraction
  16 Nov 2021 0 repositories listed
• ADCB: An Alzheimer's disease benchmark for evaluating observational estimators of causal effects
  12 Nov 2021 0 repositories listed
• Variational Auto-Encoder Architectures that Excel at Causal Inference
  11 Nov 2021 0 repositories listed
• Generalized Kernel Ridge Regression for Causal Inference with Missing-at-Random Sample Selection
  9 Nov 2021 0 repositories listed
• Positivity Validation Detection and Explainability via Zero Fraction Multi-Hypothesis Testing and Asymmetrically Pruned Decision Trees
  7 Nov 2021 0 repositories listed
• Causal inference with imperfect instrumental variables
  4 Nov 2021 0 repositories listed
• It’s quality and quantity: the effect of the amount of comments on online suicidal posts
  1 Nov 2021 0 repositories listed
• Mining the Cause of Political Decision-Making from Social Media: A Case Study of COVID-19 Policies across the US States
  1 Nov 2021 0 repositories listed
• Cause-effect inference through spectral independence in linear dynamical systems: theoretical foundations
  29 Oct 2021 0 repositories listed
• Universal Decision Models
  28 Oct 2021 0 repositories listed
• Heterogeneous Effects of Software Patches in a Multiplayer Online Battle Arena Game
  27 Oct 2021 0 repositories listed
• Partially Intervenable Causal Models
  24 Oct 2021 0 repositories listed
• A Taxonomy for Inference in Causal Model Families
  22 Oct 2021 0 repositories listed
• Individualized Decision-Making Under Partial Identification: Three Perspectives, Two Optimality Results, and One Paradox
  21 Oct 2021 0 repositories listed
• fairadapt: Causal Reasoning for Fair Data Pre-processing
  19 Oct 2021 0 repositories listed
• Private measurement of nonlinear correlations between data hosted across multiple parties
  19 Oct 2021 0 repositories listed
• Slangvolution: A Causal Analysis of Semantic Change and Frequency Dynamics in Slang
  16 Oct 2021 0 repositories listed