| Does Interference Exist When Training a Once-For-All Network? | Apr 20, 2022 | AllSelection bias | CodeCode Available | 0 | 5 |
| A Shocking Amount of the Web is Machine Translated: Insights from Multi-Way Parallelism | Jan 11, 2024 | Machine TranslationSelection bias | CodeCode Available | 0 | 5 |
| Doubly Calibrated Estimator for Recommendation on Data Missing Not At Random | Feb 26, 2024 | ImputationRecommendation Systems | CodeCode Available | 0 | 5 |
| Asymmetric Tri-training for Debiasing Missing-Not-At-Random Explicit Feedback | Sep 8, 2019 | Domain AdaptationMeta-Learning | CodeCode Available | 0 | 5 |
| Decorrelated Clustering with Data Selection Bias | Jun 29, 2020 | ClusteringSelection bias | CodeCode Available | 0 | 5 |
| Active Structure Learning of Causal DAGs via Directed Clique Trees | Dec 1, 2020 | Selection bias | CodeCode Available | 0 | 5 |
| Overcome Modal Bias in Multi-modal Federated Learning via Balanced Modality Selection | Dec 31, 2023 | DiversityFederated Learning | CodeCode Available | 0 | 5 |
| A First Look at Selection Bias in Preference Elicitation for Recommendation | May 1, 2024 | Recommendation SystemsSelection bias | CodeCode Available | 0 | 5 |
| Underspecification in Language Modeling Tasks: A Causality-Informed Study of Gendered Pronoun Resolution | Sep 30, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| Comparative Evaluation of Label-Agnostic Selection Bias in Multilingual Hate Speech Datasets | Nov 1, 2020 | Hate Speech DetectionSelection bias | CodeCode Available | 0 | 5 |
| GABInsight: Exploring Gender-Activity Binding Bias in Vision-Language Models | Jul 30, 2024 | Image to textImage-to-Text Retrieval | CodeCode Available | 0 | 5 |
| Decolonising Data Systems: Using Jyutping or Pinyin as tonal representations of Chinese names for data linkage | Sep 6, 2024 | Selection bias | CodeCode Available | 0 | 5 |
| Adaptive Unsupervised Self-training for Disfluency Detection | Oct 1, 2022 | Selection bias | CodeCode Available | 0 | 5 |
| Augmented prediction of a true class for Positive Unlabeled data under selection bias | Jul 14, 2024 | PredictionSelection bias | CodeCode Available | 0 | 5 |
| Heterogeneous Random Forest | Oct 24, 2024 | DiversitySelection bias | CodeCode Available | 0 | 5 |
| Incentivizing Compliance with Algorithmic Instruments | Jul 21, 2021 | Selection bias | CodeCode Available | 0 | 5 |
| Learning Group Importance using the Differentiable Hypergeometric Distribution | Mar 3, 2022 | ClusteringSelection bias | CodeCode Available | 0 | 5 |
| Sparse-Group Boosting with Balanced Selection Frequencies: A Simulation-Based Approach and R Implementation | May 31, 2024 | Selection biasVariable Selection | CodeCode Available | 0 | 5 |
| Investigating Subtler Biases in LLMs: Ageism, Beauty, Institutional, and Nationality Bias in Generative Models | Sep 16, 2023 | Age/Bias-conflictingBias Detection | CodeCode Available | 0 | 5 |
| Deep Counterfactual Networks with Propensity-Dropout | Jun 19, 2017 | Causal Inferencecounterfactual | CodeCode Available | 0 | 5 |
| Batch-Mix Negative Sampling for Learning Recommendation Retrievers | Oct 21, 2023 | Collaborative FilteringSelection bias | CodeCode Available | 0 | 5 |
| Causal Inference from Text: Unveiling Interactions between Variables | Nov 9, 2023 | Causal InferenceSelection bias | CodeCode Available | 0 | 5 |
| Bayesian Inference of Individualized Treatment Effects using Multi-task Gaussian Processes | Apr 10, 2017 | Bayesian Inferencecounterfactual | CodeCode Available | 0 | 5 |
| Correcting Sociodemographic Selection Biases for Population Prediction from Social Media | Nov 10, 2019 | PredictionSelection bias | CodeCode Available | 0 | 5 |
| A Debiased MDI Feature Importance Measure for Random Forests | Jun 26, 2019 | Feature Importancefeature selection | CodeCode Available | 0 | 5 |
