| Alleviating the Sample Selection Bias in Few-shot Learning by Removing Projection to the Centroid | Oct 30, 2022 | Few-Shot LearningSelection bias | CodeCode Available | 1 |
| A Constructive GAN-based Approach to Exact Estimate Treatment Effect without Matching | Jun 13, 2022 | counterfactualCounterfactual Inference | —Unverified | 0 |
| Causal Interventions-based Few-Shot Named Entity Recognition | May 3, 2023 | Few-Shot Learningfew-shot-ner | —Unverified | 0 |
| A Model-based Multi-Agent Personalized Short-Video Recommender System | May 3, 2024 | Recommendation SystemsReinforcement Learning (RL) | —Unverified | 0 |
| An Analysis of Selection Bias Issue for Online Advertising | Jun 7, 2022 | Multi-Task LearningSelection bias | —Unverified | 0 |
| AlphaStock: A Buying-Winners-and-Selling-Losers Investment Strategy using Interpretable Deep Reinforcement Attention Networks | Jul 24, 2019 | Deep AttentionDeep Reinforcement Learning | —Unverified | 0 |
| Addressing Distribution Shift in RTB Markets via Exponential Tilting | Aug 14, 2023 | Binary ClassificationSelection bias | —Unverified | 0 |
| Causally Regularized Learning with Agnostic Data Selection Bias | Aug 22, 2017 | regressionSelection bias | —Unverified | 0 |
| A Likelihood Ratio Framework for High Dimensional Semiparametric Regression | Dec 6, 2014 | regressionSelection bias | —Unverified | 0 |
| Addressing Blind Guessing: Calibration of Selection Bias in Multiple-Choice Question Answering by Video Language Models | Oct 18, 2024 | FairnessMultiple-choice | —Unverified | 0 |
| Algorithms are not neutral: Bias in collaborative filtering | May 3, 2021 | Collaborative FilteringDecision Making | —Unverified | 0 |
| Causal Calculus in the Presence of Cycles, Latent Confounders and Selection Bias | Jan 2, 2019 | Selection bias | —Unverified | 0 |
| Causal Effect Identification from Multiple Incomplete Data Sources: A General Search-based Approach | Feb 4, 2019 | Causal IdentificationCausal Inference | —Unverified | 0 |
| Causal Interpretation of Linear Social Interaction Models with Endogenous Networks | Aug 8, 2023 | Selection biasvalid | —Unverified | 0 |
| Causal programming: inference with structural causal models as finding instances of a relation | May 4, 2018 | Causal DiscoveryCausal Inference | —Unverified | 0 |
| A Generalized Doubly Robust Learning Framework for Debiasing Post-Click Conversion Rate Prediction | Nov 12, 2022 | Generalization BoundsImputation | —Unverified | 0 |
| A Flexible Defense Against the Winner's Curse | Nov 27, 2024 | Selection biasvalid | —Unverified | 0 |
| A Systematic Review of Machine Learning Approaches for Detecting Deceptive Activities on Social Media: Methods, Challenges, and Biases | Oct 26, 2024 | MisinformationSelection bias | —Unverified | 0 |
| Can Many-Shot In-Context Learning Help LLMs as Evaluators? A Preliminary Empirical Study | Jun 17, 2024 | In-Context LearningSelection bias | —Unverified | 0 |
| Automatic Debiased Learning from Positive, Unlabeled, and Exposure Data | Mar 8, 2023 | Binary ClassificationRecommendation Systems | —Unverified | 0 |
| Balance-Subsampled Stable Prediction | Jun 8, 2020 | parameter estimationPrediction | —Unverified | 0 |
| Can SGD Select Good Fishermen? Local Convergence under Self-Selection Biases and Beyond | Apr 6, 2025 | Selection bias | —Unverified | 0 |
| A Causal Perspective on Loan Pricing: Investigating the Impacts of Selection Bias on Identifying Bid-Response Functions | Sep 7, 2023 | Causal InferenceSelection bias | —Unverified | 0 |
| Bayesian Nonparametric Causal Inference: Information Rates and Learning Algorithms | Dec 24, 2017 | Causal Inferencecounterfactual | —Unverified | 0 |
| A Nonresponse Bias Correction using Nonrandom Followup with an Application to the Gender Entrepreneurship Gap | Apr 26, 2024 | AttributeSelection bias | —Unverified | 0 |
