Fairness

Efficient resource allocation with fairness constraints in restless multi-armed bandits UAI 2022 Entropy-based Attention Regularization Frees Unintended Bias Mitigation from Lists ACL 2022 Entropy-Based Logic Explanations of Neural Networks AAAI 2022 Envy-free Policy Teaching to Multiple Agents NeurIPS 2022 EqGNN: Equalized Node Opportunity in Graphs AAAI 2022 Equity Promotion in Online Resource Allocation AAAI 2022 Estimating Structural Disparities for Face Models CVPR 2022 Ethics consideration sections in natural language processing papers EMNLP 2022 Evaluating and Mitigating Bias in Image Classifiers: A Causal Perspective Using Counterfactuals WACV 2022 Evaluating and Mitigating Inherent Linguistic Bias of African American English through Inference COLING 2022 Evaluating the Faithfulness of Importance Measures in NLP by Recursively Masking Allegedly Important Tokens and Retraining EMNLP 2022 Expert-Informed, User-Centric Explanations for Machine Learning AAAI 2022 Explainability Via Causal Self-Talk NeurIPS 2022 Explainable Planner Selection for Classical Planning AAAI 2022 Explainable Shapley-Based Allocation (Student Abstract) AAAI 2022 Explicit Tradeoffs between Adversarial and Natural Distributional Robustness NeurIPS 2022 Exploiting the Relationship Between Kendall's Rank Correlation and Cosine Similarity for Attribution Protection NeurIPS 2022 ExSum: From Local Explanations to Model Understanding NAACL 2022 Extending Decision Tree to Handle Multiple Fairness Criteria IJCAI 2022 Fair and Accurate Age Prediction Using Distribution Aware Data Curation and Augmentation WACV 2022 Fair and Argumentative Language Modeling for Computational Argumentation ACL 2022 Fair and Efficient Allocations of Chores under Bivalued Preferences AAAI 2022 Fair and Efficient Allocations Without Obvious Manipulations NeurIPS 2022 Fair and Fast k-Center Clustering for Data Summarization ICML 2022 Fair and Optimal Decision Trees: A Dynamic Programming Approach NeurIPS 2022