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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 12 of 18: papers 1,101 to 1,200 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.

• How to select predictive models for causal inference?
  1 Feb 2023 0 repositories listed
• Improving Open-Domain Dialogue Evaluation with a Causal Inference Model
  31 Jan 2023 0 repositories listed
• Unveiling Environmental Sensitivity of Individual Gains in Influence Maximization
  28 Jan 2023 0 repositories listed
• Proximal Causal Learning of Conditional Average Treatment Effects
  26 Jan 2023 0 repositories listed
• Causal Inference under Data Restrictions
  20 Jan 2023 0 repositories listed
• Non-parametric identifiability and sensitivity analysis of synthetic control models
  18 Jan 2023 0 repositories listed
• Interacting Treatments with Endogenous Takeup
  12 Jan 2023 0 repositories listed
• Causal Inference for Recommendation: Foundations, Methods and Applications
  8 Jan 2023 0 repositories listed
• Action needed to make carbon offsets from tropical forest conservation work for climate change mitigation
  5 Jan 2023 0 repositories listed
• Continual Causal Effect Estimation: Challenges and Opportunities
  3 Jan 2023 0 repositories listed
• Causal Inference (C-inf) -- asymmetric scenario of typical phase transitions
  2 Jan 2023 0 repositories listed
• Causal Inference (C-inf) -- closed form worst case typical phase transitions
  2 Jan 2023 0 repositories listed
• Causal Deep Learning
  1 Jan 2023 0 repositories listed
• Causally-Aware Intraoperative Imputation for Overall Survival Time Prediction
  1 Jan 2023 0 repositories listed
• Layout-Based Causal Inference for Object Navigation
  1 Jan 2023 0 repositories listed
• PADCLIP: Pseudo-labeling with Adaptive Debiasing in CLIP for Unsupervised Domain Adaptation
  1 Jan 2023 0 repositories listed
• Identifying causal effects with subjective ordinal outcomes
  30 Dec 2022 0 repositories listed
• Nuisance Function Tuning and Sample Splitting for Optimal Doubly Robust Estimation
  30 Dec 2022 0 repositories listed
• Simplifying Causality: A Brief Review of Philosophical Views and Definitions with Examples from Economics, Education, Medicine, Policy, Physics and Engineering
  27 Dec 2022 0 repositories listed
• Orthogonal Series Estimation for the Ratio of Conditional Expectation Functions
  26 Dec 2022 0 repositories listed
• Cross-Dataset Propensity Estimation for Debiasing Recommender Systems
  22 Dec 2022 0 repositories listed
• Local Policy Improvement for Recommender Systems
  22 Dec 2022 0 repositories listed
• A Layered Architecture for Universal Causality
  18 Dec 2022 0 repositories listed
• On the Relationship Between Explanation and Prediction: A Causal View
  13 Dec 2022 0 repositories listed
• Whole Brain Network Dynamics of Epileptic Seizures at Single Cell Resolution
  12 Dec 2022 0 repositories listed
• Neighborhood Adaptive Estimators for Causal Inference under Network Interference
  7 Dec 2022 0 repositories listed
• Short-term shock, long-lasting payment: Evidence from the Lushan Earthquake
  3 Dec 2022 0 repositories listed
• Evaluating Digital Agriculture Recommendations with Causal Inference
  30 Nov 2022 0 repositories listed
• Causal Inference with Conditional Instruments using Deep Generative Models
  29 Nov 2022 0 repositories listed
• Causal Deep Reinforcement Learning Using Observational Data
  28 Nov 2022 0 repositories listed
• Antibiotic-dependent instability of homeostatic plasticity for growth and environmental load
  27 Nov 2022 0 repositories listed
• Causal Fairness Assessment of Treatment Allocation with Electronic Health Records
  21 Nov 2022 0 repositories listed
• Applications of statistical causal inference in software engineering
  21 Nov 2022 0 repositories listed
• Explainable Artificial Intelligence and Causal Inference based ATM Fraud Detection
  19 Nov 2022 0 repositories listed
• On the Role of the Zero Conditional Mean Assumption for Causal Inference in Linear Models
  17 Nov 2022 0 repositories listed
• Mitigating Frequency Bias in Next-Basket Recommendation via Deconfounders
  16 Nov 2022 0 repositories listed
• Graph Neural Networks for Causal Inference Under Network Confounding
  15 Nov 2022 0 repositories listed
• NESTER: An Adaptive Neurosymbolic Method for Causal Effect Estimation
  8 Nov 2022 0 repositories listed
• Deep Causal Learning: Representation, Discovery and Inference
  7 Nov 2022 0 repositories listed
• Evaluating Digital Tools for Sustainable Agriculture using Causal Inference
  6 Nov 2022 0 repositories listed
• A Bayesian Semiparametric Method For Estimating Causal Quantile Effects
  3 Nov 2022 0 repositories listed
• Formalizing Statistical Causality via Modal Logic
  30 Oct 2022 0 repositories listed
• Causal DAG extraction from a library of books or videos/movies
  29 Oct 2022 0 repositories listed
• Spectral Representation Learning for Conditional Moment Models
  29 Oct 2022 0 repositories listed
• Sample-Specific Root Causal Inference with Latent Variables
  27 Oct 2022 0 repositories listed
• Causal Information Bottleneck Boosts Adversarial Robustness of Deep Neural Network
  25 Oct 2022 0 repositories listed
• Dynamic Survival Transformers for Causal Inference with Electronic Health Records
  25 Oct 2022 0 repositories listed
• LMPriors: Pre-Trained Language Models as Task-Specific Priors
  22 Oct 2022 0 repositories listed
• Causally-guided Regularization of Graph Attention Improves Generalizability
  20 Oct 2022 0 repositories listed
• Vision Paper: Causal Inference for Interpretable and Robust Machine Learning in Mobility Analysis
  18 Oct 2022 0 repositories listed
• A Mixing Time Lower Bound for a Simplified Version of BART
  17 Oct 2022 0 repositories listed
• Distributionally Robust Causal Inference with Observational Data
  15 Oct 2022 0 repositories listed
• Fair Effect Attribution in Parallel Online Experiments
  15 Oct 2022 0 repositories listed
• Developing a general-purpose clinical language inference model from a large corpus of clinical notes
  12 Oct 2022 0 repositories listed
• Causal and Counterfactual Views of Missing Data Models
  11 Oct 2022 0 repositories listed
• FAST: Improving Controllability for Text Generation with Feedback Aware Self-Training
  6 Oct 2022 0 repositories listed
• Text-driven Video Prediction
  6 Oct 2022 0 repositories listed
• Transfer Learning for Individual Treatment Effect Estimation
  1 Oct 2022 0 repositories listed
• Causal inference in drug discovery and development
  29 Sep 2022 0 repositories listed
• Causal Inference via Nonlinear Variable Decorrelation for Healthcare Applications
  29 Sep 2022 0 repositories listed
• Minimax Optimal Kernel Operator Learning via Multilevel Training
  28 Sep 2022 0 repositories listed
• Off-policy estimation of linear functionals: Non-asymptotic theory for semi-parametric efficiency
  26 Sep 2022 0 repositories listed
• Granger Causality for Compressively Sensed Sparse Signals
  23 Sep 2022 0 repositories listed
• Off-Policy Evaluation for Episodic Partially Observable Markov Decision Processes under Non-Parametric Models
  21 Sep 2022 0 repositories listed
• Quantifying How Hateful Communities Radicalize Online Users
  19 Sep 2022 0 repositories listed
• Avoiding Biased Clinical Machine Learning Model Performance Estimates in the Presence of Label Selection
  15 Sep 2022 0 repositories listed
• Stochastic Tree Ensembles for Estimating Heterogeneous Effects
  15 Sep 2022 0 repositories listed
• Unifying Causal Inference and Reinforcement Learning using Higher-Order Category Theory
  13 Sep 2022 0 repositories listed
• Smiles in Profiles: Improving Efficiency While Reducing Disparities in Online Marketplaces
  2 Sep 2022 0 repositories listed
• The Impact of the #MeToo Movement on Language at Court -- A text-based causal inference approach
  1 Sep 2022 0 repositories listed
• An evaluation framework for comparing causal inference models
  31 Aug 2022 0 repositories listed
• Data-Driven Influence Functions for Optimization-Based Causal Inference
  29 Aug 2022 0 repositories listed
• Virtual Control Group: Measuring Hidden Performance Metrics
  27 Aug 2022 0 repositories listed
• Categoroids: Universal Conditional Independence
  23 Aug 2022 0 repositories listed
• Meta-Causal Feature Learning for Out-of-Distribution Generalization
  22 Aug 2022 0 repositories listed
• A Causality-Based Learning Approach for Discovering the Underlying Dynamics of Complex Systems from Partial Observations with Stochastic Parameterization
  19 Aug 2022 0 repositories listed
• Application of Causal Inference to Analytical Customer Relationship Management in Banking and Insurance
  19 Aug 2022 0 repositories listed
• Network inference via process motifs for lagged correlation in linear stochastic processes
  18 Aug 2022 0 repositories listed
• Inference on Strongly Identified Functionals of Weakly Identified Functions
  17 Aug 2022 0 repositories listed
• Collaborative causal inference on distributed data
  16 Aug 2022 0 repositories listed
• Contrastive Counterfactual Learning for Causality-aware Interpretable Recommender Systems
  13 Aug 2022 0 repositories listed
• Valid Inference After Causal Discovery
  11 Aug 2022 0 repositories listed
• Causal Effect Identification in Uncertain Causal Networks
  9 Aug 2022 0 repositories listed
• Causality in cardiorespiratory signals in pediatric cardiac patients
  5 Aug 2022 0 repositories listed
• The Face of Affective Disorders
  2 Aug 2022 0 repositories listed
• Building Human Values into Recommender Systems: An Interdisciplinary Synthesis
  20 Jul 2022 0 repositories listed
• On the Representation of Causal Background Knowledge and its Applications in Causal Inference
  10 Jul 2022 0 repositories listed
• On the Need and Applicability of Causality for Fairness: A Unified Framework for AI Auditing and Legal Analysis
  8 Jul 2022 0 repositories listed
• On The Universality of Diagrams for Causal Inference and The Causal Reproducing Property
  6 Jul 2022 0 repositories listed
• The Short-term Impact of Congestion Taxes on Ridesourcing Demand and Traffic Congestion: Evidence from Chicago
  5 Jul 2022 0 repositories listed
• A Causal Approach for Business Optimization: Application on an Online Marketplace
  4 Jul 2022 0 repositories listed
• Breaking Feedback Loops in Recommender Systems with Causal Inference
  4 Jul 2022 0 repositories listed
• Instrumented Common Confounding
  26 Jun 2022 0 repositories listed
• The Amenability Framework: Rethinking Causal Ordering Without Estimating Causal Effects
  25 Jun 2022 0 repositories listed
• Intelligent Request Strategy Design in Recommender System
  23 Jun 2022 0 repositories listed
• Causal Inference with Treatment Measurement Error: A Nonparametric Instrumental Variable Approach
  18 Jun 2022 0 repositories listed
• Embodied Scene-aware Human Pose Estimation
  18 Jun 2022 0 repositories listed
• Combinatorial Pure Exploration of Causal Bandits
  16 Jun 2022 0 repositories listed
• Interpretable Gait Recognition by Granger Causality
  14 Jun 2022 0 repositories listed
• Confounder Analysis in Measuring Representation in Product Funnels
  7 Jun 2022 0 repositories listed