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Selection bias

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Showing 151–200 of 365 papers

TitleStatusHype
Consistent Range Approximation for Fair Predictive ModelingCode0
Addressing the Selection Bias in Voice Assistance: Training Voice Assistance Model in Python with Equal Data Selection—0
TCFimt: Temporal Counterfactual Forecasting from Individual Multiple Treatment Perspective—0
Learning to Bound Counterfactual Inference from Observational, Biased and Randomised DataCode0
PatchMix Augmentation to Identify Causal Features in Few-shot Learning—0
Recommending Related Products Using Graph Neural Networks in Directed Graphs—0
Monitoring machine learning (ML)-based risk prediction algorithms in the presence of confounding medical interventionsCode0
Graph Neural Networks for Causal Inference Under Network Confounding—0
Robust Difference-in-differences ModelsCode0
A Generalized Doubly Robust Learning Framework for Debiasing Post-Click Conversion Rate Prediction—0
Deep Causal Learning: Representation, Discovery and Inference—0
Alleviating the Sample Selection Bias in Few-shot Learning by Removing Projection to the CentroidCode1
Entire Space Counterfactual Learning: Tuning, Analytical Properties and Industrial Applications—0
Adaptive Unsupervised Self-training for Disfluency DetectionCode0
Underspecification in Language Modeling Tasks: A Causality-Informed Study of Gendered Pronoun ResolutionCode0
Falsification before Extrapolation in Causal Effect EstimationCode0
Moderately-Balanced Representation Learning for Treatment Effects with Orthogonality Information—0
BOBA: Byzantine-Robust Federated Learning with Label SkewnessCode0
NeurIPS Competition Instructions and Guide: Causal Insights for Learning Paths in Education—0
The Effect of Omitted Variables on the Sign of Regression Coefficients—0
Bounding Counterfactuals under Selection BiasCode0
Selection Bias Induced Spurious Correlations in Large Language ModelsCode0
Contrastive Information Transfer for Pre-Ranking Systems—0
Identifying the Context Shift between Test Benchmarks and Production Data—0
The Bandwagon Effect: Not Just Another BiasCode0
Never trust, always verify : a roadmap for Trustworthy AI?Code0
Then and Now: Quantifying the Longitudinal Validity of Self-Disclosed Depression Diagnoses—0
Generalizing experimental findings: identification beyond adjustments—0
A Constructive GAN-based Approach to Exact Estimate Treatment Effect without Matching—0
Machine Learning Inference on Inequality of Opportunity—0
Singapore Soundscape Site Selection Survey (S5): Identification of Characteristic Soundscapes of Singapore via Weighted k-means ClusteringCode0
An Analysis of Selection Bias Issue for Online Advertising—0
Preliminary Results on the Employment Effect of Tourism. A meta-analysis—0
RMT-Net: Reject-aware Multi-Task Network for Modeling Missing-not-at-random Data in Financial Credit Scoring—0
Bias Reduction via Cooperative Bargaining in Synthetic Graph Dataset GenerationCode0
Multiple Domain Causal Networks—0
Visual Encoding and Debiasing for CTR Prediction—0
What Makes A Good Fisherman? Linear Regression under Self-Selection Bias—0
Does Interference Exist When Training a Once-For-All Network?Code0
Training Entire-Space Models for Target-oriented Opinion Words ExtractionCode0
ESCM^2: Entire Space Counterfactual Multi-Task Model for Post-Click Conversion Rate EstimationCode0
Unbiased Top-k Learning to Rank with Causal Likelihood DecompositionCode0
Racial Sentencing Disparities and Differential Progression Through the Criminal Justice System: Evidence From Linked Federal and State Court Data—0
Implications of Mortality Displacement for Effect Modification and Selection Bias—0
TDR-CL: Targeted Doubly Robust Collaborative Learning for Debiased Recommendations—0
Multi-Task Adversarial Learning for Treatment Effect Estimation in Basket Trials—0
Local Constraint-Based Causal Discovery under Selection BiasCode0
Learning Group Importance using the Differentiable Hypergeometric DistributionCode0
Learning Infomax and Domain-Independent Representations for Causal Effect Inference with Real-World Data—0
Smartphone-based Hard-braking Event Detection at Scale for Road Safety Services—0
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