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Selection bias

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TitleStatusHype
Fair Regression under Sample Selection Bias—0
Machine Learning Practices Outside Big Tech: How Resource Constraints Challenge Responsible Development—0
SAM: A Self-adaptive Attention Module for Context-Aware Recommendation System—0
Delve into the Performance Degradation of Differentiable Architecture Search—0
Correcting the User Feedback-Loop Bias for Recommendation Systems—0
Fighting Selection Bias in Statistical Learning: Application to Visual Recognition from Biased Image Databases—0
Continuous Treatment Recommendation with Deep Survival Dose Response Function—0
The Effect of Noise Level on Causal Identification with Additive Noise ModelsCode0
Incentivizing Compliance with Algorithmic InstrumentsCode0
CETransformer: Casual Effect Estimation via Transformer Based Representation Learning—0
Bias-Tolerant Fair Classification—0
Interventional Video Grounding with Dual Contrastive LearningCode0
AAA: Fair Evaluation for Abuse Detection Systems WantedCode0
Causal Bias Quantification for Continuous Treatments—0
Fast and More Powerful Selective Inference for Sparse High-order Interaction Model—0
Sample Selection Bias in Evaluation of Prediction Performance of Causal ModelsCode0
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
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