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sample selection bia

12 papers

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Co-occurring keywords

domain adaptation (4595) conversion rate prediction (9) recommender system (534) knowledge distillation (3725) multi-task learning (2575) confidence measure (26) model reuse (26) negative sampling (196) probabilistic classifier (22) ranking consistency (8)

Papers

IdeFN: Identifying Unclicked Space False Negatives via Relaxed Partial Optimal Transport for Conversion Rate Prediction AAAI 2026
Both Supply and Precision: Sample Debias and Ranking Consistency Joint Learning for Large Scale Pre-Ranking System AAAI 2025
Entire-Space Variational Information Exploitation for Post-Click Conversion Rate Prediction AAAI 2025
Leveraging Ensemble Diversity for Robust Self-Training in the Presence of Sample Selection Bias AISTATS 2024
Improving Heterogeneous Model Reuse by Density Estimation IJCAI 2023
Generalizing off-policy learning under sample selection bias UAI 2022
Alleviating the Sample Selection Bias in Few-shot Learning by Removing Projection to the Centroid NIPS 2022
Co-Mining: Deep Face Recognition With Noisy Labels ICCV 2019
Instance Weighting with Applications to Cross-domain Text Classification via Trading off Sample Selection Bias and Variance IJCAI 2018
Robust Classification Under Sample Selection Bias NIPS 2014
Estimation Bias in Multi-Armed Bandit Algorithms for Search Advertising NIPS 2013
Correcting Sample Selection Bias by Unlabeled Data NIPS 2006