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

Ordinal Maximin Guarantees for Group Fair Division IJCAI 2024
Scalable Spectral Clustering with Group Fairness Constraints AISTATS 2023
Performance and Risk Trade-offs for Multi-word Text Prediction at Scale EACL 2023
Causal Context Connects Counterfactual Fairness to Robust Prediction and Group Fairness NIPS 2023
Evaluating the Fairness of Deep Learning Uncertainty Estimates in Medical Image Analysis MIDL 2023
Individual Arbitrariness and Group Fairness NIPS 2023
Adapting Fairness Interventions to Missing Values NIPS 2023
Aleatoric and Epistemic Discrimination: Fundamental Limits of Fairness Interventions NIPS 2023
Are fairness metric scores enough to assess discrimination biases in machine learning? ACL 2023
Doubly Constrained Fair Clustering NIPS 2023
Fair Text Classification with Wasserstein Independence EMNLP 2023
Reinforcement Learning with Stepwise Fairness Constraints AISTATS 2023
Fairly Recommending with Social Attributes: A Flexible and Controllable Optimization Approach NIPS 2023
Group Fairness in Peer Review NIPS 2023
When do Minimax-fair Learning and Empirical Risk Minimization Coincide? ICML 2023
Popularizing Fairness: Group Fairness and Individual Welfare AAAI 2023
Differential Privacy has Bounded Impact on Fairness in Classification ICML 2023
Rawlsian Fairness in Online Bipartite Matching: Two-Sided, Group, and Individual AAAI 2023
FairFed: Enabling Group Fairness in Federated Learning AAAI 2023
Improving Fair Training under Correlation Shifts ICML 2023
Bias Mimicking: A Simple Sampling Approach for Bias Mitigation CVPR 2023
Sampling Ex-Post Group-Fair Rankings IJCAI 2023
LUCID: Exposing Algorithmic Bias through Inverse Design AAAI 2023
Accurate Fairness: Improving Individual Fairness without Trading Accuracy AAAI 2023
Group Fairness in Set Packing Problems IJCAI 2023