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Selection bias

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TitleStatusHype
Exploring Transformer Backbones for Heterogeneous Treatment Effect EstimationCode1
DRTCI: Learning Disentangled Representations for Temporal Causal Inference—0
UKD: Debiasing Conversion Rate Estimation via Uncertainty-regularized Knowledge Distillation—0
Debiased Graph Neural Networks with Agnostic Label Selection Bias—0
REST: Debiased Social Recommendation via Reconstructing Exposure StrategiesCode0
Heckman-Selection or Two-Part models for alcohol studies? Depends—0
Rethinking Importance Weighting for Transfer Learning—0
More Reviews May Not Help: Evidence from Incentivized First Reviews on Airbnb—0
Generalizing Off-Policy Learning under Sample Selection Bias—0
It Is Different When Items Are Older: Debiasing Recommendations When Selection Bias and User Preferences Are DynamicCode0
Iterative Causal Discovery in the Possible Presence of Latent Confounders and Selection BiasCode0
Recursive Causal Structure Learning in the Presence of Latent Variables and Selection BiasCode0
Fair Regression under Sample Selection Bias—0
Machine Learning Practices Outside Big Tech: How Resource Constraints Challenge Responsible Development—0
SurvTRACE: Transformers for Survival Analysis with Competing EventsCode1
SAM: A Self-adaptive Attention Module for Context-Aware Recommendation System—0
Delve into the Performance Degradation of Differentiable Architecture Search—0
Gradient Imitation Reinforcement Learning for Low Resource Relation ExtractionCode1
Correcting the User Feedback-Loop Bias for Recommendation Systems—0
Uncovering Main Causalities for Long-tailed Information ExtractionCode1
Fighting Selection Bias in Statistical Learning: Application to Visual Recognition from Biased Image Databases—0
The Effect of Noise Level on Causal Identification with Additive Noise ModelsCode0
Continuous Treatment Recommendation with Deep Survival Dose Response Function—0
Incentivizing Compliance with Algorithmic InstrumentsCode0
CETransformer: Casual Effect Estimation via Transformer Based Representation Learning—0
Bias-Tolerant Fair Classification—0
Difference-in-Differences with a Continuous TreatmentCode1
AAA: Fair Evaluation for Abuse Detection Systems WantedCode0
Interventional Video Grounding with Dual Contrastive LearningCode0
Causal Bias Quantification for Continuous Treatments—0
Fast and More Powerful Selective Inference for Sparse High-order Interaction Model—0
An Information-theoretic Approach to Distribution ShiftsCode1
Sample Selection Bias in Evaluation of Prediction Performance of Causal ModelsCode0
Enhanced Doubly Robust Learning for Debiasing Post-click Conversion Rate EstimationCode1
Robust Fairness-aware Learning Under Sample Selection Bias—0
On planetary systems as ordered sequences—0
Probing the Effect of Selection Bias on Generalization: A Thought Experiment—0
Be Causal: De-biasing Social Network Confounding in Recommendation—0
Robustness of end-to-end Automatic Speech Recognition Models -- A Case Study using Mozilla DeepSpeech—0
Algorithms are not neutral: Bias in collaborative filtering—0
Synthesized Difference in Differences—0
Fast Distributionally Robust Learning with Variance Reduced Min-Max Optimization—0
Algorithm as Experiment: Machine Learning, Market Design, and Policy Eligibility RulesCode0
Hidden Biases in Unreliable News Detection Datasets—0
Hierarchically Modeling Micro and Macro Behaviors via Multi-Task Learning for Conversion Rate Prediction—0
TREC Deep Learning Track: Reusable Test Collections in the Large Data Regime—0
Unmasking the Mask -- Evaluating Social Biases in Masked Language ModelsCode1
Double Robust Semi-Supervised Inference for the Mean: Selection Bias under MAR Labeling with Decaying OverlapCode0
Multi-Source Causal Inference Using Control Variates—0
Matched sample selection with GANs for mitigating attribute confoundingCode1
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