Methods › Causal inference › Papers, page 4
Causal inference
Papers archive 2025-07-28
archive papers tagged: 694 · with a code link: 218 · where Syntology ran a sample: 56 (49 with a run with no instrument failure, 7 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (56 of 694 tagged: 49 with a run with no instrument failure, 7 where every run was a failure of Syntology's instrument)
Page 4 of 7: papers 301 to 400 of 694, newest first by the archive's date (ties by slug), in archive order.
Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “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 instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. 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; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.
-
Can Large Language Models (or Humans) Disentangle Text? 25 Mar 2024 · 1 repository · arXiv:2403.16584
-
Double Cross-fit Doubly Robust Estimators: Beyond Series Regression 22 Mar 2024 · 1 repository · arXiv:2403.15175
-
A Transfer Learning Causal Approach to Evaluate Racial/Ethnic and Geographic Variation in Outcomes Following Congenital Heart Surgery 21 Mar 2024 · 0 repositories · arXiv:2403.14573
-
Research on Personal Credit Risk Assessment Methods Based on Causal Inference 17 Mar 2024 · 0 repositories · arXiv:2403.11217
-
Lifted Causal Inference in Relational Domains 15 Mar 2024 · 1 repository · arXiv:2403.10184
-
Limits of Approximating the Median Treatment Effect 15 Mar 2024 · 0 repositories · arXiv:2403.10618
-
Algorithmic syntactic causal identification 14 Mar 2024 · 0 repositories · arXiv:2403.09580
-
Large Language Models and Causal Inference in Collaboration: A Comprehensive Survey 14 Mar 2024 · 0 repositories · arXiv:2403.09606
-
Imputation of Counterfactual Outcomes when the Errors are Predictable 12 Mar 2024 · 0 repositories · arXiv:2403.08130
-
Probabilistic Easy Variational Causal Effect 12 Mar 2024 · 0 repositories · arXiv:2403.07745
-
CausalCellSegmenter: Causal Inference inspired Diversified Aggregation Convolution for Pathology Image Segmentation 10 Mar 2024 · 0 repositories · arXiv:2403.06066
-
AcceleratedLiNGAM: Learning Causal DAGs at the speed of GPUs 6 Mar 2024 · 1 repository · arXiv:2403.03772Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
-
Media Bias Matters: Understanding the Impact of Politically Biased News on Vaccine Attitudes in Social Media 6 Mar 2024 · 0 repositories · arXiv:2403.04009
-
A Data-Driven Two-Phase Multi-Split Causal Ensemble Model for Time Series 4 Mar 2024 · 0 repositories · arXiv:2403.04793
-
Out-of-distribution robustness for multivariate analysis via causal regularisation 4 Mar 2024 · 0 repositories · arXiv:2403.01865
-
The Implicit Bias of Heterogeneity towards Invariance: A Study of Multi-Environment Matrix Sensing 3 Mar 2024 · 0 repositories · arXiv:2403.01420
-
DINER: Debiasing Aspect-based Sentiment Analysis with Multi-variable Causal Inference 2 Mar 2024 · 1 repository · arXiv:2403.01166
-
CIDGMed: Causal Inference-Driven Medication Recommendation with Enhanced Dual-Granularity Learning 1 Mar 2024 · 2 repositories · arXiv:2403.00880
-
How to Understand "Support"? An Implicit-enhanced Causal Inference Approach for Weakly-supervised Phrase Grounding 29 Feb 2024 · 0 repositories · arXiv:2402.19116
-
Language Models Represent Beliefs of Self and Others 28 Feb 2024 · 1 repository · arXiv:2402.18496Syntology 9 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 11 harvested samples)
-
Unveiling the Potential of Robustness in Selecting Conditional Average Treatment Effect Estimators 28 Feb 2024 · 1 repository · arXiv:2402.18392Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 10 harvested samples) · 10 pointer-only (licence)
-
Towards Generalizing Inferences from Trials to Target Populations 26 Feb 2024 · 0 repositories · arXiv:2402.17042
-
Impact of Physical Activity on Quality of Life During Pregnancy: A Causal ML Approach 25 Feb 2024 · 0 repositories · arXiv:2402.16909
-
ROS-Causal: A ROS-based Causal Analysis Framework for Human-Robot Interaction Applications 25 Feb 2024 · 1 repository · arXiv:2402.16068
-
Effective Bayesian Causal Inference via Structural Marginalisation and Autoregressive Orders 22 Feb 2024 · 1 repository · arXiv:2402.14781
-
Structure-agnostic Optimality of Doubly Robust Learning for Treatment Effect Estimation 22 Feb 2024 · 0 repositories · arXiv:2402.14264
-
Causal hybrid modeling with double machine learning 20 Feb 2024 · 2 repositories · arXiv:2402.13332
-
Integrating Active Learning in Causal Inference with Interference: A Novel Approach in Online Experiments 20 Feb 2024 · 0 repositories · arXiv:2402.12710
-
How causal inference concepts can guide research into the effects of climate on infectious diseases 19 Feb 2024 · 0 repositories · arXiv:2402.12507
-
Graph Out-of-Distribution Generalization via Causal Intervention 18 Feb 2024 · 1 repository · arXiv:2402.11494Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 6 unverified (of 8 harvested samples) · 8 pointer-only (licence)
-
Manipulation Test for Multidimensional RDD 16 Feb 2024 · 0 repositories · arXiv:2402.10836
-
Local Projections Inference with High-Dimensional Covariates without Sparsity 12 Feb 2024 · 0 repositories · arXiv:2402.07743
-
Navigating Market Turbulence: Insights from Causal Network Contagion Value at Risk 8 Feb 2024 · 0 repositories · arXiv:2402.06032
-
Hyperparameter Tuning for Causal Inference with Double Machine Learning: A Simulation Study 7 Feb 2024 · 0 repositories · arXiv:2402.04674
-
PresAIse, A Prescriptive AI Solution for Enterprises 3 Feb 2024 · 0 repositories · arXiv:2402.02006
-
Integrating Large Language Models in Causal Discovery: A Statistical Causal Approach 2 Feb 2024 · 2 repositories · arXiv:2402.01454
-
Bayesian Causal Inference with Gaussian Process Networks 1 Feb 2024 · 1 repository · arXiv:2402.00623
-
DoubleMLDeep: Estimation of Causal Effects with Multimodal Data 1 Feb 2024 · 0 repositories · arXiv:2402.01785
-
Explaining Text Classifiers with Counterfactual Representations 1 Feb 2024 · 1 repository · arXiv:2402.00711
-
Causal Coordinated Concurrent Reinforcement Learning 31 Jan 2024 · 0 repositories · arXiv:2401.18012
-
Continuous Treatment Effects with Surrogate Outcomes 31 Jan 2024 · 0 repositories · arXiv:2402.00168
-
Graph Neural Networks: Theory for Estimation with Application on Network Heterogeneity 29 Jan 2024 · 0 repositories · arXiv:2401.16275
-
Entrywise Inference for Missing Panel Data: A Simple and Instance-Optimal Approach 24 Jan 2024 · 0 repositories · arXiv:2401.13665
-
Position: AI/ML Influencers Have a Place in the Academic Process 24 Jan 2024 · 0 repositories · arXiv:2401.13782
-
SLANG: New Concept Comprehension of Large Language Models 23 Jan 2024 · 1 repository · arXiv:2401.12585Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 8 harvested samples) · 1 pointer-only (licence)
-
Interventional Fairness on Partially Known Causal Graphs: A Constrained Optimization Approach 19 Jan 2024 · 0 repositories · arXiv:2401.10632
-
Deep Learning With DAGs 12 Jan 2024 · 0 repositories · arXiv:2401.06864
-
Modeling Latent Selection with Structural Causal Models 12 Jan 2024 · 0 repositories · arXiv:2401.06925
-
Proximal Causal Inference With Text Data 12 Jan 2024 · 1 repository · arXiv:2401.06687Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
-
Neural Causal Abstractions 5 Jan 2024 · 1 repository · arXiv:2401.02602Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 6 harvested samples)
-
Inverting estimating equations for causal inference on quantiles 2 Jan 2024 · 0 repositories · arXiv:2401.00987
-
Inferring Heterogeneous Treatment Effects of Crashes on Highway Traffic: A Doubly Robust Causal Machine Learning Approach 1 Jan 2024 · 0 repositories · arXiv:2401.00781
-
The Challenge of Using LLMs to Simulate Human Behavior: A Causal Inference Perspective 24 Dec 2023 · 0 repositories · arXiv:2312.15524
-
Causal Forecasting for Pricing 23 Dec 2023 · 0 repositories · arXiv:2312.15282
-
Invariant Anomaly Detection under Distribution Shifts: A Causal Perspective 21 Dec 2023 · 1 repository · arXiv:2312.14329
-
Brain-Inspired Visual Odometry: Balancing Speed and Interpretability through a System of Systems Approach 20 Dec 2023 · 1 repository · arXiv:2312.13162
-
Learning Fair Policies for Multi-stage Selection Problems from Observational Data 20 Dec 2023 · 0 repositories · arXiv:2312.13173
-
Linear and nonlinear causality in financial markets 18 Dec 2023 · 0 repositories · arXiv:2312.16185
-
Double Machine Learning for Static Panel Models with Fixed Effects 13 Dec 2023 · 1 repository · arXiv:2312.08174
-
Learning the Causal Structure of Networked Dynamical Systems under Latent Nodes and Structured Noise 10 Dec 2023 · 1 repository · arXiv:2312.05974Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
-
Disentangled Latent Representation Learning for Tackling the Confounding M-Bias Problem in Causal Inference 8 Dec 2023 · 0 repositories · arXiv:2312.05404
-
CLadder: Assessing Causal Reasoning in Language Models 7 Dec 2023 · 2 repositories · arXiv:2312.04350Syntology official (archive's flag): 14 ran · 15 ran (of which 1 constructed an object rather than computing a result; 14 with no instrument failure: 0 honoured, 0 violated, 14 with no contract checked; 1 where Syntology's instrument failed) · 4 unverified (of 19 harvested samples)
-
Exposing Disparities in Flood Adaptation for Equitable Future Interventions 6 Dec 2023 · 0 repositories · arXiv:2312.03843
-
Marginal Density Ratio for Off-Policy Evaluation in Contextual Bandits 3 Dec 2023 · 1 repository · arXiv:2312.01457Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
-
SpaCE: The Spatial Confounding Environment 1 Dec 2023 · 1 repository · arXiv:2312.00710
-
Geometry-Aware Normalizing Wasserstein Flows for Optimal Causal Inference 30 Nov 2023 · 0 repositories · arXiv:2311.18826
-
InfoFlowNet: A Multi-head Attention-based Self-supervised Learning Model with Surrogate Approach for Uncovering Brain Effective Connectivity 30 Nov 2023 · 0 repositories · arXiv:2311.18527
-
Epistemic Limits of Empirical Finance: Causal Reductionism and Self-Reference 28 Nov 2023 · 0 repositories · arXiv:2311.16570
-
A Neural Framework for Generalized Causal Sensitivity Analysis 27 Nov 2023 · 1 repository · arXiv:2311.16026Syntology official (archive's flag): 3 ran · 3 ran (of which 2 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 6 harvested samples) · 6 pointer-only (licence)
-
Analyzing Behaviors of Mixed Traffic via Reinforcement Learning at Unsignalized Intersections 21 Nov 2023 · 0 repositories · arXiv:2312.05325
-
Causal Structure Learning Supervised by Large Language Model 20 Nov 2023 · 1 repository · arXiv:2311.11689
-
A causal intervention framework for synthesizing mobility data and evaluating predictive neural networks 20 Nov 2023 · 0 repositories · arXiv:2311.11749
-
Designing monitoring strategies for deployed machine learning algorithms: navigating performativity through a causal lens 20 Nov 2023 · 0 repositories · arXiv:2311.11463
-
An adaptive denoising recommendation algorithm for causal separation bias 15 Nov 2023 · 1 repository
-
Causal prediction models for medication safety monitoring: The diagnosis of vancomycin-induced acute kidney injury 15 Nov 2023 · 1 repository · arXiv:2311.09137
-
Heteroskedasticity as a Signature of Association for Age-Related Genes 15 Nov 2023 · 0 repositories · arXiv:2311.09411
-
The Impact of Generative Artificial Intelligence on Market Equilibrium: Evidence from a Natural Experiment 13 Nov 2023 · 0 repositories · arXiv:2311.07071
-
Omitted Labels Induce Nontransitive Paradoxes in Causality 12 Nov 2023 · 0 repositories · arXiv:2311.06840
-
Learned Causal Method Prediction 7 Nov 2023 · 0 repositories · arXiv:2311.03989
-
CausalCite: A Causal Formulation of Paper Citations 5 Nov 2023 · 1 repository · arXiv:2311.02790
-
High Precision Causal Model Evaluation with Conditional Randomization 3 Nov 2023 · 0 repositories · arXiv:2311.01902
-
TRIALSCOPE: A Unifying Causal Framework for Scaling Real-World Evidence Generation with Biomedical Language Models 2 Nov 2023 · 0 repositories · arXiv:2311.01301
-
Variable Selection in Maximum Mean Discrepancy for Interpretable Distribution Comparison 2 Nov 2023 · 0 repositories · arXiv:2311.01537
-
Text-Transport: Toward Learning Causal Effects of Natural Language 31 Oct 2023 · 1 repository · arXiv:2310.20697Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 8 harvested samples) · 8 pointer-only (licence)
-
Generator Identification for Linear SDEs with Additive and Multiplicative Noise 30 Oct 2023 · 0 repositories · arXiv:2310.19491
-
Causality-Inspired Fair Representation Learning for Multimodal Recommendation 26 Oct 2023 · 1 repository · arXiv:2310.17373
-
CATE Lasso: Conditional Average Treatment Effect Estimation with High-Dimensional Linear Regression 25 Oct 2023 · 0 repositories · arXiv:2310.16819
-
Local Discovery by Partitioning: Polynomial-Time Causal Discovery Around Exposure-Outcome Pairs 25 Oct 2023 · 1 repository · arXiv:2310.17816
-
Analyzing User Characteristics of Hate Speech Spreaders on Social Media 24 Oct 2023 · 0 repositories · arXiv:2310.15772
-
Causal Inference Using LLM-Guided Discovery 23 Oct 2023 · 0 repositories · arXiv:2310.15117
-
Counterfactual Prediction Under Selective Confounding 21 Oct 2023 · 1 repository · arXiv:2310.14064Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 4 pointer-only (licence)
-
Metastable Financial Markets 19 Oct 2023 · 0 repositories · arXiv:2310.13081
-
Stranger Danger! Cross-Community Interactions with Fringe Users Increase the Growth of Fringe Communities on Reddit 18 Oct 2023 · 0 repositories · arXiv:2310.12186
-
Assessing the Causal Impact of Humanitarian Aid on Food Security 17 Oct 2023 · 0 repositories · arXiv:2310.11287
-
Differentially Private Multi-Site Treatment Effect Estimation 10 Oct 2023 · 0 repositories · arXiv:2310.06237
-
High Dimensional Causal Inference with Variational Backdoor Adjustment 9 Oct 2023 · 1 repository · arXiv:2310.06100
-
Projecting infinite time series graphs to finite marginal graphs using number theory 9 Oct 2023 · 0 repositories · arXiv:2310.05526
-
Causal Inference with Conditional Front-Door Adjustment and Identifiable Variational Autoencoder 3 Oct 2023 · 0 repositories · arXiv:2310.01937
-
Logical Bias Learning for Object Relation Prediction 1 Oct 2023 · 0 repositories · arXiv:2310.00712
-
Towards Causal Foundation Model: on Duality between Causal Inference and Attention 1 Oct 2023 · 1 repository · arXiv:2310.00809