Browse State-of-the-Art › Selection bias › Papers, page 3

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 3 of 4: papers 201 to 300 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.

• Graph Out-of-Distribution Generalization with Controllable Data Augmentation
  16 Aug 2023 0 repositories listed
• Addressing Distribution Shift in RTB Markets via Exponential Tilting
  14 Aug 2023 0 repositories listed
• Entire Space Cascade Delayed Feedback Modeling for Effective Conversion Rate Prediction
  9 Aug 2023 0 repositories listed
• Causal Interpretation of Linear Social Interaction Models with Endogenous Networks
  8 Aug 2023 0 repositories listed
• Approximating Counterfactual Bounds while Fusing Observational, Biased and Randomised Data Sources
  31 Jul 2023 0 repositories listed
• ESMC: Entire Space Multi-Task Model for Post-Click Conversion Rate via Parameter Constraint
  18 Jul 2023 0 repositories listed
• Modeling Orders of User Behaviors via Differentiable Sorting: A Multi-task Framework to Predicting User Post-click Conversion
  18 Jul 2023 0 repositories listed
• Assisting Clinical Decisions for Scarcely Available Treatment via Disentangled Latent Representation
  6 Jul 2023 0 repositories listed
• Learning under Selective Labels with Data from Heterogeneous Decision-makers: An Instrumental Variable Approach
  13 Jun 2023 0 repositories listed
• Skellam Rank: Fair Learning to Rank Algorithm Based on Poisson Process and Skellam Distribution for Recommender Systems
  11 Jun 2023 0 repositories listed
• Rec4Ad: A Free Lunch to Mitigate Sample Selection Bias for Ads CTR Prediction in Taobao
  6 Jun 2023 0 repositories listed
• Publicly available datasets of breast histopathology H&E whole-slide images: A scoping review
  2 Jun 2023 0 repositories listed
• Social Interactions in Endogenous Groups
  2 Jun 2023 0 repositories listed
• Federated Learning in the Presence of Adversarial Client Unavailability
  31 May 2023 0 repositories listed
• A Robust Classifier Under Missing-Not-At-Random Sample Selection Bias
  25 May 2023 0 repositories listed
• Prompting Large Language Models for Counterfactual Generation: An Empirical Study
  24 May 2023 0 repositories listed
• On Bias and Fairness in NLP: Investigating the Impact of Bias and Debiasing in Language Models on the Fairness of Toxicity Detection
  22 May 2023 0 repositories listed
• The Decaying Missing-at-Random Framework: Model Doubly Robust Causal Inference with Partially Labeled Data
  22 May 2023 0 repositories listed
• Risk Assessment of Lymph Node Metastases in Endometrial Cancer Patients: A Causal Approach
  17 May 2023 0 repositories listed
• Causal Interventions-based Few-Shot Named Entity Recognition
  3 May 2023 0 repositories listed
• Sensitivity Analysis in Unconditional Quantile Effects
  24 Mar 2023 0 repositories listed
• Automatic Debiased Learning from Positive, Unlabeled, and Exposure Data
  8 Mar 2023 0 repositories listed
• Continual Causal Inference with Incremental Observational Data
  3 Mar 2023 0 repositories listed
• Entire Space Learning Framework: Unbias Conversion Rate Prediction in Full Stages of Recommender System
  1 Mar 2023 0 repositories listed
• Representation Disentaglement via Regularization by Causal Identification
  28 Feb 2023 0 repositories listed
• DCMT: A Direct Entire-Space Causal Multi-Task Framework for Post-Click Conversion Estimation
  13 Feb 2023 0 repositories listed
• Filtering Context Mitigates Scarcity and Selection Bias in Political Ideology Prediction
  1 Feb 2023 0 repositories listed
• Applications and Challenges of Sentiment Analysis in Real-life Scenarios
  24 Jan 2023 0 repositories listed
• Relaxing Instrument Exogeneity with Common Confounders
  5 Jan 2023 0 repositories listed
• Continual Causal Effect Estimation: Challenges and Opportunities
  3 Jan 2023 0 repositories listed
• Cross-Dataset Propensity Estimation for Debiasing Recommender Systems
  22 Dec 2022 0 repositories listed
• Addressing the Selection Bias in Voice Assistance: Training Voice Assistance Model in Python with Equal Data Selection
  20 Dec 2022 0 repositories listed
• TCFimt: Temporal Counterfactual Forecasting from Individual Multiple Treatment Perspective
  17 Dec 2022 0 repositories listed
• PatchMix Augmentation to Identify Causal Features in Few-shot Learning
  29 Nov 2022 0 repositories listed
• Recommending Related Products Using Graph Neural Networks in Directed Graphs
  18 Nov 2022 0 repositories listed
• Graph Neural Networks for Causal Inference Under Network Confounding
  15 Nov 2022 0 repositories listed
• A Generalized Doubly Robust Learning Framework for Debiasing Post-Click Conversion Rate Prediction
  12 Nov 2022 0 repositories listed
• Deep Causal Learning: Representation, Discovery and Inference
  7 Nov 2022 0 repositories listed
• Entire Space Counterfactual Learning: Tuning, Analytical Properties and Industrial Applications
  20 Oct 2022 0 repositories listed
• Moderately-Balanced Representation Learning for Treatment Effects with Orthogonality Information
  5 Sep 2022 0 repositories listed
• NeurIPS Competition Instructions and Guide: Causal Insights for Learning Paths in Education
  17 Aug 2022 0 repositories listed
• The Effect of Omitted Variables on the Sign of Regression Coefficients
  1 Aug 2022 0 repositories listed
• Contrastive Information Transfer for Pre-Ranking Systems
  7 Jul 2022 0 repositories listed
• Identifying the Context Shift between Test Benchmarks and Production Data
  3 Jul 2022 0 repositories listed
• Then and Now: Quantifying the Longitudinal Validity of Self-Disclosed Depression Diagnoses
  22 Jun 2022 0 repositories listed
• Generalizing experimental findings: identification beyond adjustments
  14 Jun 2022 0 repositories listed
• A Constructive GAN-based Approach to Exact Estimate Treatment Effect without Matching
  13 Jun 2022 0 repositories listed
• Machine Learning Inference on Inequality of Opportunity
  10 Jun 2022 0 repositories listed
• An Analysis of Selection Bias Issue for Online Advertising
  7 Jun 2022 0 repositories listed
• Preliminary Results on the Employment Effect of Tourism. A meta-analysis
  1 Jun 2022 0 repositories listed
• RMT-Net: Reject-aware Multi-Task Network for Modeling Missing-not-at-random Data in Financial Credit Scoring
  1 Jun 2022 0 repositories listed
• Multiple Domain Causal Networks
  13 May 2022 0 repositories listed
• Visual Encoding and Debiasing for CTR Prediction
  9 May 2022 0 repositories listed
• What Makes A Good Fisherman? Linear Regression under Self-Selection Bias
  6 May 2022 0 repositories listed
• Racial Sentencing Disparities and Differential Progression Through the Criminal Justice System: Evidence From Linked Federal and State Court Data
  27 Mar 2022 0 repositories listed
• Implications of Mortality Displacement for Effect Modification and Selection Bias
  26 Mar 2022 0 repositories listed
• TDR-CL: Targeted Doubly Robust Collaborative Learning for Debiased Recommendations
  19 Mar 2022 0 repositories listed
• Multi-Task Adversarial Learning for Treatment Effect Estimation in Basket Trials
  10 Mar 2022 0 repositories listed
• Learning Infomax and Domain-Independent Representations for Causal Effect Inference with Real-World Data
  22 Feb 2022 0 repositories listed
• Smartphone-based Hard-braking Event Detection at Scale for Road Safety Services
  4 Feb 2022 0 repositories listed
• DRTCI: Learning Disentangled Representations for Temporal Causal Inference
  20 Jan 2022 0 repositories listed
• UKD: Debiasing Conversion Rate Estimation via Uncertainty-regularized Knowledge Distillation
  20 Jan 2022 0 repositories listed
• Debiased Graph Neural Networks with Agnostic Label Selection Bias
  19 Jan 2022 0 repositories listed
• Heckman-Selection or Two-Part models for alcohol studies? Depends
  20 Dec 2021 0 repositories listed
• Rethinking Importance Weighting for Transfer Learning
  19 Dec 2021 0 repositories listed
• More Reviews May Not Help: Evidence from Incentivized First Reviews on Airbnb
  17 Dec 2021 0 repositories listed
• Generalizing Off-Policy Learning under Sample Selection Bias
  2 Dec 2021 0 repositories listed
• Fair Regression under Sample Selection Bias
  8 Oct 2021 0 repositories listed
• Machine Learning Practices Outside Big Tech: How Resource Constraints Challenge Responsible Development
  6 Oct 2021 0 repositories listed
• SAM: A Self-adaptive Attention Module for Context-Aware Recommendation System
  1 Oct 2021 0 repositories listed
• Delve into the Performance Degradation of Differentiable Architecture Search
  28 Sep 2021 0 repositories listed
• Correcting the User Feedback-Loop Bias for Recommendation Systems
  13 Sep 2021 0 repositories listed
• Fighting Selection Bias in Statistical Learning: Application to Visual Recognition from Biased Image Databases
  6 Sep 2021 0 repositories listed
• Continuous Treatment Recommendation with Deep Survival Dose Response Function
  24 Aug 2021 0 repositories listed
• CETransformer: Casual Effect Estimation via Transformer Based Representation Learning
  19 Jul 2021 0 repositories listed
• Bias-Tolerant Fair Classification
  7 Jul 2021 0 repositories listed
• Causal Bias Quantification for Continuous Treatments
  17 Jun 2021 0 repositories listed
• Fast and More Powerful Selective Inference for Sparse High-order Interaction Model
  9 Jun 2021 0 repositories listed
• Robust Fairness-aware Learning Under Sample Selection Bias
  24 May 2021 0 repositories listed
• On planetary systems as ordered sequences
  20 May 2021 0 repositories listed
• Probing the Effect of Selection Bias on Generalization: A Thought Experiment
  20 May 2021 0 repositories listed
• Be Causal: De-biasing Social Network Confounding in Recommendation
  17 May 2021 0 repositories listed
• Robustness of end-to-end Automatic Speech Recognition Models -- A Case Study using Mozilla DeepSpeech
  8 May 2021 0 repositories listed
• Algorithms are not neutral: Bias in collaborative filtering
  3 May 2021 0 repositories listed
• Synthesized Difference in Differences
  2 May 2021 0 repositories listed
• Fast Distributionally Robust Learning with Variance Reduced Min-Max Optimization
  27 Apr 2021 0 repositories listed
• Hidden Biases in Unreliable News Detection Datasets
  20 Apr 2021 0 repositories listed
• Hierarchically Modeling Micro and Macro Behaviors via Multi-Task Learning for Conversion Rate Prediction
  20 Apr 2021 0 repositories listed
• TREC Deep Learning Track: Reusable Test Collections in the Large Data Regime
  19 Apr 2021 0 repositories listed
• Multi-Source Causal Inference Using Control Variates
  30 Mar 2021 0 repositories listed
• Contrastive Learning for Recommender System
  5 Jan 2021 0 repositories listed
• Continual Lifelong Causal Effect Inference with Real World Evidence
  1 Jan 2021 0 repositories listed
• Breaking Ties: Regression Discontinuity Design Meets Market Design
  31 Dec 2020 0 repositories listed
• Approximate Post-Selective Inference for Regression with the Group LASSO
  31 Dec 2020 0 repositories listed
• The Impact of Corona Populism: Empirical Evidence from Austria and Theory
  29 Dec 2020 0 repositories listed
• Robust Collaborative Learning with Noisy Labels
  26 Dec 2020 0 repositories listed
• CAMTA: Causal Attention Model for Multi-touch Attribution
  21 Dec 2020 0 repositories listed
• Multi-characteristic Subject Selection from Biased Datasets
  18 Dec 2020 0 repositories listed
• A Single Iterative Step for Anytime Causal Discovery
  14 Dec 2020 0 repositories listed
• Delayed Feedback Modeling for the Entire Space Conversion Rate Prediction
  24 Nov 2020 0 repositories listed