selection bia

Predictive Biases in Natural Language Processing Models: A Conceptual Framework and Overview ACL 2020 Are sample means in multi-armed bandits positively or negatively biased? NeurIPS 2019 Causal Calculus in the Presence of Cycles, Latent Confounders and Selection Bias UAI 2019 CounterFactual Regression with Importance Sampling Weights IJCAI 2019 Identification of Causal Effects in the Presence of Selection Bias AAAI 2019 Learning from Positive and Unlabeled Data with a Selection Bias ICLR 2019 Selection Bias Explorations and Debias Methods for Natural Language Sentence Matching Datasets ACL 2019 Limits of Estimating Heterogeneous Treatment Effects: Guidelines for Practical Algorithm Design ICML 2018 Representation Learning for Treatment Effect Estimation from Observational Data NeurIPS 2018 Structure Learning Under Missing Data PGM 2018 Recommendations as Treatments: Debiasing Learning and Evaluation ICML 2016 Robust Covariate Shift Regression AISTATS 2016 Standardized Mutual Information for Clustering Comparisons: One Step Further in Adjustment for Chance ICML 2014 A simple criterion for controlling selection bias AISTATS 2013 Controlling Selection Bias in Causal Inference AISTATS 2012 On Over-fitting in Model Selection and Subsequent Selection Bias in Performance Evaluation JMLR 2010