Fairness

When Personalization Harms Performance: Reconsidering the Use of Group Attributes in Prediction ICML 2023 When the Majority is Wrong: Modeling Annotator Disagreement for Subjective Tasks EMNLP 2023 Why Don’t You Do It Right? Analysing Annotators’ Disagreement in Subjective Tasks EACL 2023 Women Wearing Lipstick: Measuring the Bias Between an Object and Its Related Gender EMNLP 2023 Achieving Counterfactual Fairness for Causal Bandit AAAI 2022 Achieving Fairness at No Utility Cost via Data Reweighing with Influence ICML 2022 Achieving Long-Term Fairness in Sequential Decision Making AAAI 2022 A Conservative Approach for Unbiased Learning on Unknown Biases CVPR 2022 A Consistent and Efficient Evaluation Strategy for Attribution Methods ICML 2022 Active approximately metric-fair learning UAI 2022 Active fairness auditing ICML 2022 Active Sampling for Min-Max Fairness ICML 2022 Adaptive Data Debiasing through Bounded Exploration NeurIPS 2022 A Dataset for Efforts Towards Achieving the Sustainable Development Goal of Safe Working Environments NeurIPS 2022 Adversarially Constructed Evaluation Sets Are More Challenging, but May Not Be Fair NAACL 2022 Adversarial Reweighting for Speaker Verification Fairness Interspeech 2022 Adversarial Training for Improving Model Robustness? Look at Both Prediction and Interpretation AAAI 2022 Algorithmic Fairness Verification with Graphical Models AAAI 2022 A Little Charity Guarantees Fair Connected Graph Partitioning AAAI 2022 Allocating Opportunities in a Dynamic Model of Intergenerational Mobility (Extended Abstract) IJCAI 2022 All Politics is Local: Redistricting via Local Fairness NeurIPS 2022 A Multifaceted Framework to Evaluate Evasion, Content Preservation, and Misattribution in Authorship Obfuscation Techniques EMNLP 2022 A Murder and Protests, the Capitol Riot, and the Chauvin Trial: Estimating Disparate News Media Stance IJCAI 2022 An Agnostic Approach to Federated Learning with Class Imbalance ICLR 2022 Analysis of Gender Bias in Social Perception and Judgement Using Chinese Word Embeddings NAACL 2022