conftrace_

group fairness

158 papers

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Also known as

GF

Co-occurring keywords

algorithmic fairness (284) individual fairness (55) demographic parity (75) approximation algorithm (630) equalized odd (31) fairness metric (48) fair classification (55) bias mitigation (500) machine learning (436) spurious correlation (279)

Papers

Are Pretrained Multilingual Models Equally Fair across Languages? COLING 2022
Debiasing Deep Chest X-Ray Classifiers using Intra- and Post-processing Methods MLHC 2022
Causal Conceptions of Fairness and their Consequences ICML 2022
Simple data balancing achieves competitive worst-group-accuracy CLEAR 2022
Measuring Fairness of Text Classifiers via Prediction Sensitivity ACL 2022
Active Sampling for Min-Max Fairness ICML 2022
Towards Reducing Biases in Combining Multiple Experts Online IJCAI 2021
Learning Optimal Predictive Checklists NIPS 2021
Fair Clustering Under a Bounded Cost NIPS 2021
Approximate Group Fairness for Clustering ICML 2021
Evaluating model performance under worst-case subpopulations NIPS 2021
Training Over-parameterized Models with Non-decomposable Objectives NIPS 2021
Adaptive Sampling for Minimax Fair Classification NIPS 2021
Testing Group Fairness via Optimal Transport Projections ICML 2021
Blind Pareto Fairness and Subgroup Robustness ICML 2021
Fair for All: Best-effort Fairness Guarantees for Classification AISTATS 2021
Matchings with Group Fairness Constraints: Online and Offline Algorithms IJCAI 2021
Fairness for Image Generation with Uncertain Sensitive Attributes ICML 2021
On the Problem of Underranking in Group-Fair Ranking ICML 2021
Best-case lower bounds in online learning NIPS 2021
Fair Exploration via Axiomatic Bargaining NIPS 2021
Controlling Fairness and Bias in Dynamic Learning-to-Rank (Extended Abstract) IJCAI 2021
Fair Voice Biometrics: Impact of Demographic Imbalance on Group Fairness in Speaker Recognition INTERSPEECH 2021
To be Robust or to be Fair: Towards Fairness in Adversarial Training ICML 2021
All of the Fairness for Edge Prediction with Optimal Transport AISTATS 2021