Browse State-of-the-Art › Causal Inference › Papers, page 8
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 8 of 18: papers 701 to 800 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.
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Optimistic Algorithms for Adaptive Estimation of the Average Treatment Effect7 Feb 2025 0 repositories listed
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Causal Interpretations in Observational Studies: The Role of Sociocultural Backgrounds and Team Dynamics4 Feb 2025 0 repositories listed
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Practically Effective Adjustment Variable Selection in Causal Inference4 Feb 2025 0 repositories listed
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Heterogeneous Treatment Effect in Time-to-Event Outcomes: Harnessing Censored Data with Recursively Imputed Trees3 Feb 2025 0 repositories listed
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Optimizing Feature Selection in Causal Inference: A Three-Stage Computational Framework for Unbiased Estimation1 Feb 2025 0 repositories listed
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Fixed-Population Causal Inference for Models of Equilibrium31 Jan 2025 0 repositories listed
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PUATE: Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units31 Jan 2025 0 repositories listed
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Real-Time Anomaly Detection with Synthetic Anomaly Monitoring (SAM)30 Jan 2025 0 repositories listed
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Targeted Data Fusion for Causal Survival Analysis Under Distribution Shift30 Jan 2025 0 repositories listed
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Unfaithful Probability Distributions in Binary Triple of Causality Directed Acyclic Graph30 Jan 2025 0 repositories listed
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STGCN-LSTM for Olympic Medal Prediction: Dynamic Power Modeling and Causal Policy Optimization29 Jan 2025 0 repositories listed
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Philip G. Wright, directed acyclic graphs, and instrumental variables26 Jan 2025 0 repositories listed
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Automatic Debiased Machine Learning for Smooth Functionals of Nonparametric M-Estimands21 Jan 2025 0 repositories listed
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Kolmogorov-Arnold Networks for Time Series Granger Causality Inference15 Jan 2025 0 repositories listed
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ML-assisted Randomization Tests for Detecting Treatment Effects in A/B Experiments13 Jan 2025 0 repositories listed
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Automatic Double Reinforcement Learning in Semiparametric Markov Decision Processes with Applications to Long-Term Causal Inference12 Jan 2025 0 repositories listed
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Causal Claims in Economics12 Jan 2025 0 repositories listed
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Counterfactually Fair Reinforcement Learning via Sequential Data Preprocessing10 Jan 2025 0 repositories listed
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An Algorithmic Approach for Causal Health Equity: A Look at Race Differentials in Intensive Care Unit (ICU) Outcomes9 Jan 2025 0 repositories listed
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A Point Process Model for Optimizing Repeated Personalized Action Delivery to Users6 Jan 2025 0 repositories listed
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Coarsened confounding for causal effects: a large-sample framework6 Jan 2025 0 repositories listed
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Guiding Treatment Strategies: The Role of Adjuvant Anti-Her2 Neu Therapy and Skin/Nipple Involvement in Local Recurrence-Free Survival in Breast Cancer Patients4 Jan 2025 0 repositories listed
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A Graphical Approach to State Variable Selection in Off-policy Learning1 Jan 2025 0 repositories listed
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Adventurer: Optimizing Vision Mamba Architecture Designs for Efficiency1 Jan 2025 0 repositories listed
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An AI-powered Bayesian generative modeling approach for causal inference in observational studies1 Jan 2025 0 repositories listed
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Decoding the Flow: CauseMotion for Emotional Causality Analysis in Long-form Conversations1 Jan 2025 0 repositories listed
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Adventures in Demand Analysis Using AI31 Dec 2024 0 repositories listed
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A Systems Thinking Approach to Algorithmic Fairness21 Dec 2024 0 repositories listed
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From Correlation to Causation: Understanding Climate Change through Causal Analysis and LLM Interpretations21 Dec 2024 0 repositories listed
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Causally Consistent Normalizing Flow16 Dec 2024 0 repositories listed
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Moderating the Mediation Bootstrap for Causal Inference15 Dec 2024 0 repositories listed
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Do LLMs Act as Repositories of Causal Knowledge?14 Dec 2024 0 repositories listed
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Learning Structural Causal Models from Ordering: Identifiable Flow Models13 Dec 2024 0 repositories listed
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Multimodal Sentiment Analysis Based on Causal Reasoning10 Dec 2024 0 repositories listed
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Political-LLM: Large Language Models in Political Science9 Dec 2024 0 repositories listed
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A Compositional Atlas for Algebraic Circuits7 Dec 2024 0 repositories listed
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Estimating the treatment effect over time under general interference through deep learner integrated TMLE6 Dec 2024 0 repositories listed
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Disentangled Representation Learning for Causal Inference with Instruments5 Dec 2024 0 repositories listed
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Graph Disentangle Causal Model: Enhancing Causal Inference in Networked Observational Data5 Dec 2024 0 repositories listed
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Online Experimental Design With Estimation-Regret Trade-off Under Network Interference4 Dec 2024 0 repositories listed
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Nature versus nurture in galaxy formation: the effect of environment on star formation with causal machine learning3 Dec 2024 0 repositories listed
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Causal Inference in Finance: An Expertise-Driven Model for Instrument Variables Identification and Interpretation26 Nov 2024 0 repositories listed
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Double Machine Learning for Adaptive Causal Representation in High-Dimensional Data22 Nov 2024 0 repositories listed
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Generative Intervention Models for Causal Perturbation Modeling21 Nov 2024 0 repositories listed
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21 Nov 2024 0 repositories listed
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Logarithmic Neyman Regret for Adaptive Estimation of the Average Treatment Effect21 Nov 2024 0 repositories listed
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Off-policy estimation with adaptively collected data: the power of online learning19 Nov 2024 0 repositories listed
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Program Evaluation with Remotely Sensed Outcomes17 Nov 2024 0 repositories listed
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A Survey of Event Causality Identification: Principles, Taxonomy, Challenges, and Assessment15 Nov 2024 0 repositories listed
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Difference-in-Differences with Sample Selection14 Nov 2024 0 repositories listed
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Estimating Causal Effects in Partially Directed Parametric Causal Factor Graphs11 Nov 2024 0 repositories listed
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CRTRE: Causal Rule Generation with Target Trial Emulation Framework10 Nov 2024 0 repositories listed
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Stabilized Inverse Probability Weighting via Isotonic Calibration10 Nov 2024 0 repositories listed
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CRepair: CVAE-based Automatic Vulnerability Repair Technology8 Nov 2024 0 repositories listed
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A Causal Framework for Precision Rehabilitation6 Nov 2024 0 repositories listed
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Lee Bounds with a Continuous Treatment in Sample Selection6 Nov 2024 0 repositories listed
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Controlling for Unobserved Confounding with Large Language Model Classification of Patient Smoking Status5 Nov 2024 0 repositories listed
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Testing Generalizability in Causal Inference5 Nov 2024 0 repositories listed
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Optimizing Multi-Scale Representations to Detect Effect Heterogeneity Using Earth Observation and Computer Vision: Applications to Two Anti-Poverty RCTs4 Nov 2024 0 repositories listed
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Educational Effects in Mathematics: Conditional Average Treatment Effect depending on the Number of Treatments3 Nov 2024 0 repositories listed
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A Semiparametric Approach to Causal Inference1 Nov 2024 0 repositories listed
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Average Controlled and Average Natural Micro Direct Effects in Summary Causal Graphs31 Oct 2024 0 repositories listed
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An Overview of Causal Inference using Kernel Embeddings30 Oct 2024 0 repositories listed
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Causality-Driven Audits of Model Robustness30 Oct 2024 0 repositories listed
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Bayesian Counterfactual Prediction Models for HIV Care Retention with Incomplete Outcome and Covariate Information29 Oct 2024 0 repositories listed
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Debiasing Alternative Data for Credit Underwriting Using Causal Inference29 Oct 2024 0 repositories listed
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Deep Learning Methods for the Noniterative Conditional Expectation G-Formula for Causal Inference from Complex Observational Data28 Oct 2024 0 repositories listed
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Estimating Causal Effects of Text Interventions Leveraging LLMs28 Oct 2024 0 repositories listed
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Cascading Failure Prediction via Causal Inference24 Oct 2024 0 repositories listed
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Causal Order Discovery based on Monotonic SCMs24 Oct 2024 0 repositories listed
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Deoxys: A Causal Inference Engine for Unhealthy Node Mitigation in Large-scale Cloud Infrastructure23 Oct 2024 0 repositories listed
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Federated Causal Inference: Multi-Study ATE Estimation beyond Meta-Analysis22 Oct 2024 0 repositories listed
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Accounting for Missing Covariates in Heterogeneous Treatment Estimation21 Oct 2024 0 repositories listed
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Are Bayesian networks typically faithful?21 Oct 2024 0 repositories listed
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A Novel Method to Metigate Demographic and Expert Bias in ICD Coding with Causal Inference18 Oct 2024 0 repositories listed
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Differentially Private Covariate Balancing Causal Inference18 Oct 2024 0 repositories listed
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Medical Image Quality Assessment based on Probability of Necessity and Sufficiency10 Oct 2024 0 repositories listed
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Multimodal Clickbait Detection by De-confounding Biases Using Causal Representation Inference10 Oct 2024 0 repositories listed
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Neural Networks Decoded: Targeted and Robust Analysis of Neural Network Decisions via Causal Explanations and Reasoning7 Oct 2024 0 repositories listed
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Causal Inference Tools for a Better Evaluation of Machine Learning2 Oct 2024 0 repositories listed
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Smaller Confidence Intervals From IPW Estimators via Data-Dependent Coarsening2 Oct 2024 0 repositories listed
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Causal Representation Learning with Generative Artificial Intelligence: Application to Texts as Treatments1 Oct 2024 0 repositories listed
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Using Deep Autoregressive Models as Causal Inference Engines27 Sep 2024 0 repositories listed
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Linear Contextual Bandits with Interference24 Sep 2024 0 repositories listed
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Potential Field as Scene Affordance for Behavior Change-Based Visual Risk Object Identification24 Sep 2024 0 repositories listed
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CauSkelNet: Causal Representation Learning for Human Behaviour Analysis23 Sep 2024 0 repositories listed
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From Text to Treatment Effects: A Meta-Learning Approach to Handling Text-Based Confounding23 Sep 2024 0 repositories listed
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Causal Inference with Double/Debiased Machine Learning for Evaluating the Health Effects of Multiple Mismeasured Pollutants22 Sep 2024 0 repositories listed
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Mining Causality: AI-Assisted Search for Instrumental Variables21 Sep 2024 0 repositories listed
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A Way to Synthetic Triple Difference18 Sep 2024 0 repositories listed
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Causal Inference with Large Language Model: A Survey15 Sep 2024 0 repositories listed
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Unconditional Randomization Tests for Interference14 Sep 2024 0 repositories listed
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Causal GNNs: A GNN-Driven Instrumental Variable Approach for Causal Inference in Networks13 Sep 2024 0 repositories listed
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Proactive Recommendation in Social Networks: Steering User Interest via Neighbor Influence13 Sep 2024 0 repositories listed
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Advancing Causal Inference: A Nonparametric Approach to ATE and CATE Estimation with Continuous Treatments10 Sep 2024 0 repositories listed
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Beyond Flatland: A Geometric Take on Matching Methods for Treatment Effect Estimation9 Sep 2024 0 repositories listed
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K-Fold Causal BART for CATE Estimation9 Sep 2024 0 repositories listed
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Half-VAE: An Encoder-Free VAE to Bypass Explicit Inverse Mapping6 Sep 2024 0 repositories listed
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Towards Measuring Sell Side Outcomes in Buy Side Marketplace Experiments using In-Experiment Bipartite Graph6 Sep 2024 0 repositories listed
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TC-LLaVA: Rethinking the Transfer from Image to Video Understanding with Temporal Considerations5 Sep 2024 0 repositories listed