| Assisting Clinical Decisions for Scarcely Available Treatment via Disentangled Latent Representation | Jul 6, 2023 | counterfactualSelection bias | —Unverified | 0 | 0 |
| A Nonresponse Bias Correction using Nonrandom Followup with an Application to the Gender Entrepreneurship Gap | Apr 26, 2024 | AttributeSelection bias | —Unverified | 0 | 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 | 0 |
| Automatic Debiased Learning from Positive, Unlabeled, and Exposure Data | Mar 8, 2023 | Binary ClassificationRecommendation Systems | —Unverified | 0 | 0 |
| Balance-Subsampled Stable Prediction | Jun 8, 2020 | parameter estimationPrediction | —Unverified | 0 | 0 |
| Bayesian Nonparametric Causal Inference: Information Rates and Learning Algorithms | Dec 24, 2017 | Causal Inferencecounterfactual | —Unverified | 0 | 0 |
| Be Causal: De-biasing Social Network Confounding in Recommendation | May 17, 2021 | Causal InferenceRecommendation Systems | —Unverified | 0 | 0 |
| Bias-Tolerant Fair Classification | Jul 7, 2021 | ClassificationFairness | —Unverified | 0 | 0 |
| Breaking Ties: Regression Discontinuity Design Meets Market Design | Dec 31, 2020 | Mathregression | —Unverified | 0 | 0 |
| CAMTA: Causal Attention Model for Multi-touch Attribution | Dec 21, 2020 | Selection bias | —Unverified | 0 | 0 |
| Can Many-Shot In-Context Learning Help LLMs as Evaluators? A Preliminary Empirical Study | Jun 17, 2024 | In-Context LearningSelection bias | —Unverified | 0 | 0 |
| Can SGD Select Good Fishermen? Local Convergence under Self-Selection Biases and Beyond | Apr 6, 2025 | Selection bias | —Unverified | 0 | 0 |
| Causal Bias Quantification for Continuous Treatments | Jun 17, 2021 | Selection bias | —Unverified | 0 | 0 |
| Causal Calculus in the Presence of Cycles, Latent Confounders and Selection Bias | Jan 2, 2019 | Selection bias | —Unverified | 0 | 0 |
| Causal Effect Identification from Multiple Incomplete Data Sources: A General Search-based Approach | Feb 4, 2019 | Causal IdentificationCausal Inference | —Unverified | 0 | 0 |
| Causal Interpretation of Linear Social Interaction Models with Endogenous Networks | Aug 8, 2023 | Selection biasvalid | —Unverified | 0 | 0 |
| Causal Interventions-based Few-Shot Named Entity Recognition | May 3, 2023 | Few-Shot Learningfew-shot-ner | —Unverified | 0 | 0 |
| Causally Regularized Learning with Agnostic Data Selection Bias | Aug 22, 2017 | regressionSelection bias | —Unverified | 0 | 0 |
| Causal programming: inference with structural causal models as finding instances of a relation | May 4, 2018 | Causal DiscoveryCausal Inference | —Unverified | 0 | 0 |
| Analyzing User Characteristics of Hate Speech Spreaders on Social Media | Oct 24, 2023 | Causal InferenceSelection bias | —Unverified | 0 | 0 |
| CETransformer: Casual Effect Estimation via Transformer Based Representation Learning | Jul 19, 2021 | counterfactualRepresentation Learning | —Unverified | 0 | 0 |
| Challenging Gradient Boosted Decision Trees with Tabular Transformers for Fraud Detection at Booking.com | May 22, 2024 | Fraud DetectionSelection bias | —Unverified | 0 | 0 |
| Cherry-Picking in Time Series Forecasting: How to Select Datasets to Make Your Model Shine | Dec 19, 2024 | Selection biasTime Series | —Unverified | 0 | 0 |
| Choice Architecture, Privacy Valuations, and Selection Bias in Consumer Data | Aug 25, 2023 | Decision MakingSelection bias | —Unverified | 0 | 0 |
| ChorusCVR: Chorus Supervision for Entire Space Post-Click Conversion Rate Modeling | Feb 12, 2025 | counterfactualRecommendation Systems | —Unverified | 0 | 0 |