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Selection bias

Papers archive 2025-07-28

archive papers tagged: 365 · with a code link: 143 · where Syntology ran a sample: 33 (29 with a run with no instrument failure, 4 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (33 of 365 tagged: 29 with a run with no instrument failure, 4 where every run was a failure of Syntology's instrument)

Page 2 of 4: papers 101 to 200 of 365, 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.

• Uncovering Main Causalities for Long-tailed Information Extraction
  11 Sep 2021 1 repository listed Syntology official (archive's flag): 1 ran · 1 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; 0 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• The Effect of Noise Level on Causal Identification with Additive Noise Models
  24 Aug 2021 1 repository listed
• Incentivizing Compliance with Algorithmic Instruments
  21 Jul 2021 1 repository listed Syntology official (archive's flag): 5 ran · 5 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; 3 where Syntology's instrument failed) · 3 unverified (of 8 harvested samples) · 8 pointer-only (licence)
• Difference-in-Differences with a Continuous Treatment
  6 Jul 2021 1 repository listed
• AAA: Fair Evaluation for Abuse Detection Systems Wanted
  21 Jun 2021 1 repository listed
• Interventional Video Grounding with Dual Contrastive Learning
  21 Jun 2021 1 repository listed
• An Information-theoretic Approach to Distribution Shifts
  7 Jun 2021 1 repository listed Syntology 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)
• Sample Selection Bias in Evaluation of Prediction Performance of Causal Models
  3 Jun 2021 1 repository listed
• Enhanced Doubly Robust Learning for Debiasing Post-click Conversion Rate Estimation
  28 May 2021 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• Double Robust Semi-Supervised Inference for the Mean: Selection Bias under MAR Labeling with Decaying Overlap
  14 Apr 2021 1 repository listed
• Matched sample selection with GANs for mitigating attribute confounding
  24 Mar 2021 1 repository listed
• Grab the Reins of Crowds: Estimating the Effects of Crowd Movement Guidance Using Causal Inference
  8 Feb 2021 1 repository listed
• Unifying Online and Counterfactual Learning to Rank
  8 Dec 2020 1 repository listed
• Active Structure Learning of Causal DAGs via Directed Clique Trees
  1 Dec 2020 1 repository listed
• Measuring Alignment to Authoritarian State Media as Framing Bias
  1 Dec 2020 1 repository listed
• Rethinking recidivism through a causal lens
  19 Nov 2020 1 repository listed
• Comparative Evaluation of Label-Agnostic Selection Bias in Multilingual Hate Speech Datasets
  1 Nov 2020 1 repository listed
• Bias and Debias in Recommender System: A Survey and Future Directions
  7 Oct 2020 1 repository listed
• Generalized Lee Bounds
  28 Aug 2020 1 repository listed
• Taking the Counterfactual Online: Efficient and Unbiased Online Evaluation for Ranking
  24 Jul 2020 1 repository listed Syntology 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)
• Decorrelated Clustering with Data Selection Bias
  29 Jun 2020 1 repository listed
• ESAM: Discriminative Domain Adaptation with Non-Displayed Items to Improve Long-Tail Performance
  21 May 2020 1 repository listed Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Demographics Should Not Be the Reason of Toxicity: Mitigating Discrimination in Text Classifications with Instance Weighting
  29 Apr 2020 1 repository listed
• Learning Overlapping Representations for the Estimation of Individualized Treatment Effects
  14 Jan 2020 1 repository listed
• Correcting Sociodemographic Selection Biases for Population Prediction from Social Media
  10 Nov 2019 1 repository listed
• Towards Resolving Propensity Contradiction in Offline Recommender Learning
  16 Oct 2019 1 repository listed Syntology official (archive's flag): 10 ran · 10 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 1 honoured, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 12 harvested samples) · 1 pointer-only (licence)
• More Powerful Selective Kernel Tests for Feature Selection
  14 Oct 2019 1 repository listed
• Debiased Bayesian inference for average treatment effects
  26 Sep 2019 1 repository listed
• Asymmetric Tri-training for Debiasing Missing-Not-At-Random Explicit Feedback
  8 Sep 2019 1 repository listed Syntology 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) · 2 unverified (of 5 harvested samples)
• Neuropathic Pain Diagnosis Simulator for Causal Discovery Algorithm Evaluation
  4 Jun 2019 1 repository listed
• Pre-training of Graph Augmented Transformers for Medication Recommendation
  2 Jun 2019 1 repository listed Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 9 harvested samples)
• State-Building through Public Land Disposal? An Application of Matrix Completion for Counterfactual Prediction
  19 Mar 2019 1 repository listed
• Representation Learning for Treatment Effect Estimation from Observational Data
  1 Dec 2018 1 repository listed
• Beyond the Selected Completely At Random Assumption for Learning from Positive and Unlabeled Data
  10 Sep 2018 1 repository listed Syntology 16 ran (of which 0 constructed an object rather than computing a result; 16 with no instrument failure: 0 honoured, 0 violated, 16 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 20 harvested samples)
• Correcting the Triplet Selection Bias for Triplet Loss
  1 Sep 2018 1 repository listed
• Limits of Estimating Heterogeneous Treatment Effects: Guidelines for Practical Algorithm Design
  1 Jul 2018 1 repository listed
• A Constraint-Based Algorithm For Causal Discovery with Cycles, Latent Variables and Selection Bias
  5 May 2018 1 repository listed
• Effects of sampling skewness of the importance-weighted risk estimator on model selection
  19 Apr 2018 1 repository listed
• Distinguishing Cause from Effect Using Quantiles: Bivariate Quantile Causal Discovery
  31 Jan 2018 1 repository listed
• Robust importance-weighted cross-validation under sample selection bias
  17 Oct 2017 1 repository listed
• Target contrastive pessimistic risk for robust domain adaptation
  25 Jun 2017 1 repository listed
• Deep Counterfactual Networks with Propensity-Dropout
  19 Jun 2017 1 repository listed
• Bayesian Inference of Individualized Treatment Effects using Multi-task Gaussian Processes
  10 Apr 2017 1 repository listed
• Quantum Neural Networks for Propensity Score Estimation and Survival Analysis in Observational Biomedical Studies
  24 Jun 2025 0 repositories listed
• Recover Experimental Data with Selection Bias using Counterfactual Logic
  31 May 2025 0 repositories listed
• Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints
  28 May 2025 0 repositories listed
• Ice Cream Doesn't Cause Drowning: Benchmarking LLMs Against Statistical Pitfalls in Causal Inference
  19 May 2025 0 repositories listed
• Can SGD Select Good Fishermen? Local Convergence under Self-Selection Biases and Beyond
  6 Apr 2025 0 repositories listed
• Regression-Based Estimation of Causal Effects in the Presence of Selection Bias and Confounding
  26 Mar 2025 0 repositories listed
• Determinants of the Spousal Age Gap in India: Analysis of Indian Microdata
  24 Feb 2025 0 repositories listed
• ChorusCVR: Chorus Supervision for Entire Space Post-Click Conversion Rate Modeling
  12 Feb 2025 0 repositories listed
• Gene Regulatory Network Inference in the Presence of Selection Bias and Latent Confounders
  17 Jan 2025 0 repositories listed
• Instrumental Variables with Time-Varying Exposure: New Estimates of Revascularization Effects on Quality of Life
  3 Jan 2025 0 repositories listed
• Cherry-Picking in Time Series Forecasting: How to Select Datasets to Make Your Model Shine
  19 Dec 2024 0 repositories listed
• Entire-Space Variational Information Exploitation for Post-Click Conversion Rate Prediction
  17 Dec 2024 0 repositories listed
• EGEAN: An Exposure-Guided Embedding Alignment Network for Post-Click Conversion Estimation
  8 Dec 2024 0 repositories listed
• A Flexible Defense Against the Winner's Curse
  27 Nov 2024 0 repositories listed
• Lee Bounds with a Continuous Treatment in Sample Selection
  6 Nov 2024 0 repositories listed
• A Directional Rockafellar-Uryasev Regression
  4 Nov 2024 0 repositories listed
• Diversidade linguística e inclusão digital: desafios para uma ia brasileira
  2 Nov 2024 0 repositories listed
• Contextual Representation Anchor Network to Alleviate Selection Bias in Few-Shot Drug Discovery
  28 Oct 2024 0 repositories listed
• A Systematic Review of Machine Learning Approaches for Detecting Deceptive Activities on Social Media: Methods, Challenges, and Biases
  26 Oct 2024 0 repositories listed
• Inference on High Dimensional Selective Labeling Models
  24 Oct 2024 0 repositories listed
• Addressing Blind Guessing: Calibration of Selection Bias in Multiple-Choice Question Answering by Video Language Models
  18 Oct 2024 0 repositories listed
• Partially Identified Heterogeneous Treatment Effect with Selection: An Application to Gender Gaps
  2 Oct 2024 0 repositories listed
• Mitigating Selection Bias with Node Pruning and Auxiliary Options
  27 Sep 2024 0 repositories listed
• From Lazy to Prolific: Tackling Missing Labels in Open Vocabulary Extreme Classification by Positive-Unlabeled Sequence Learning
  16 Aug 2024 0 repositories listed
• Large Language Models as Co-Pilots for Causal Inference in Medical Studies
  26 Jul 2024 0 repositories listed
• Proximity Matters: Local Proximity Preserved Balancing for Treatment Effect Estimation
  1 Jul 2024 0 repositories listed
• Can Many-Shot In-Context Learning Help LLMs as Evaluators? A Preliminary Empirical Study
  17 Jun 2024 0 repositories listed
• Jump-teaching: Ultra Efficient and Robust Learning with Noisy Label
  27 May 2024 0 repositories listed
• Challenging Gradient Boosted Decision Trees with Tabular Transformers for Fraud Detection at Booking.com
  22 May 2024 0 repositories listed
• The MovieLens Beliefs Dataset: Collecting Pre-Choice Data for Online Recommender Systems
  17 May 2024 0 repositories listed
• Full Stage Learning to Rank: A Unified Framework for Multi-Stage Systems
  8 May 2024 0 repositories listed
• A Model-based Multi-Agent Personalized Short-Video Recommender System
  3 May 2024 0 repositories listed
• A Nonresponse Bias Correction using Nonrandom Followup with an Application to the Gender Entrepreneurship Gap
  26 Apr 2024 0 repositories listed
• How to be fair? A study of label and selection bias
  21 Mar 2024 0 repositories listed
• Evaluating and Correcting Performative Effects of Decision Support Systems via Causal Domain Shift
  1 Mar 2024 0 repositories listed
• Sample-Efficient Linear Regression with Self-Selection Bias
  22 Feb 2024 0 repositories listed
• CounterCLR: Counterfactual Contrastive Learning with Non-random Missing Data in Recommendation
  8 Feb 2024 0 repositories listed
• Continuous Treatment Effects with Surrogate Outcomes
  31 Jan 2024 0 repositories listed
• Reducing Selection Bias in Large Language Models
  29 Jan 2024 0 repositories listed
• The Carbon Premium: Correlation or Causation? Evidence from S&P 500 Companies
  29 Jan 2024 0 repositories listed
• Modeling Latent Selection with Structural Causal Models
  12 Jan 2024 0 repositories listed
• Inferring Heterogeneous Treatment Effects of Crashes on Highway Traffic: A Doubly Robust Causal Machine Learning Approach
  1 Jan 2024 0 repositories listed
• Robustly Improving Bandit Algorithms with Confounded and Selection Biased Offline Data: A Causal Approach
  20 Dec 2023 0 repositories listed
• Towards a Transportable Causal Network Model Based on Observational Healthcare Data
  13 Nov 2023 0 repositories listed
• Unmasking Bias in AI: A Systematic Review of Bias Detection and Mitigation Strategies in Electronic Health Record-based Models
  30 Oct 2023 0 repositories listed
• Optimal Transport for Treatment Effect Estimation
  27 Oct 2023 0 repositories listed
• Analyzing User Characteristics of Hate Speech Spreaders on Social Media
  24 Oct 2023 0 repositories listed
• Phenotype selection due to mutational robustness
  24 Oct 2023 0 repositories listed
• Combating Label Noise With A General Surrogate Model For Sample Selection
  16 Oct 2023 0 repositories listed
• Hire When You Need to: Gradual Participant Recruitment for Auction-based Federated Learning
  4 Oct 2023 0 repositories listed
• HANS, are you clever? Clever Hans Effect Analysis of Neural Systems
  21 Sep 2023 0 repositories listed
• Correcting Selection Bias in Standardized Test Comparisons
  19 Sep 2023 0 repositories listed
• On Prediction Feature Assignment in the Heckman Selection Model
  14 Sep 2023 0 repositories listed
• A Causal Perspective on Loan Pricing: Investigating the Impacts of Selection Bias on Identifying Bid-Response Functions
  7 Sep 2023 0 repositories listed
• Choice Architecture, Privacy Valuations, and Selection Bias in Consumer Data
  25 Aug 2023 0 repositories listed
• A Counterfactual Fair Model for Longitudinal Electronic Health Records via Deconfounder
  22 Aug 2023 0 repositories listed
• An Online Multiple Kernel Parallelizable Learning Scheme
  19 Aug 2023 0 repositories listed

Syntology lines on 10 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.