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

Using Early Readouts To Mediate Featural Bias in Distillation WACV 2024
Towards Harmless Rawlsian Fairness Regardless of Demographic Prior NIPS 2024
Leveraging Opposite Gender Interaction Ratio as a Path towards Fairness in Online Dating Recommendations Based on User Sexual Orientation AAAI 2024
Group Fairness in Multilingual Speech Recognition Models NAACL 2024
Towards Fairer Centroids in K-means Clustering AAAI 2024
On the Effects of Fairness to Adversarial Vulnerability IJCAI 2024
Online Combinatorial Optimization with Group Fairness Constraints IJCAI 2024
EAB-FL: Exacerbating Algorithmic Bias through Model Poisoning Attacks in Federated Learning IJCAI 2024
FairRR: Pre-Processing for Group Fairness through Randomized Response AISTATS 2024
Fair Federated Learning with Biased Vision-Language Models ACL 2024
Perceptual Fairness in Image Restoration NIPS 2024
Achieving Group Distributional Robustness and Minimax Group Fairness with Interpolating Classifiers AISTATS 2024
Mitigating Spurious Correlations via Disagreement Probability NIPS 2024
Proportional Fairness in Non-Centroid Clustering NIPS 2024
Multi-Dimensional Fair Federated Learning AAAI 2024
Strategyproof Mechanisms for Group-Fair Obnoxious Facility Location Problems AAAI 2024
Fairness without Harm: An Influence-Guided Active Sampling Approach NIPS 2024
OxonFair: A Flexible Toolkit for Algorithmic Fairness NIPS 2024
Intra- and Inter-group Optimal Transport for User-Oriented Fairness in Recommender Systems AAAI 2024
Fairness-Aware Meta-Learning via Nash Bargaining NIPS 2024
FairReFuse: Referee-Guided Fusion for Multi-Modal Causal Fairness in Depression Detection IJCAI 2024
Individual Fairness under Group Fairness Constraints in Bipartite Matching - One Framework to Approximate Them All IJCAI 2024
Utility-Fairness Trade-Offs and How to Find Them CVPR 2024
GRASP: A Disagreement Analysis Framework to Assess Group Associations in Perspectives NAACL 2024
Ordinal Maximin Guarantees for Group Fair Division IJCAI 2024