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Fairness

3,511 papers

Papers per year

251
692
'20
'25

Papers

Testing Group Fairness via Optimal Transport Projections ICML 2021
Collaborative Bayesian Optimization with Fair Regret ICML 2021
Skew Orthogonal Convolutions ICML 2021
On Disentangled Representations Learned from Correlated Data ICML 2021
Fairness of Exposure in Stochastic Bandits ICML 2021
Directional Bias Amplification ICML 2021
To be Robust or to be Fair: Towards Fairness in Adversarial Training ICML 2021
Combining Fairness and Optimality when Selecting and Allocating Projects IJCAI 2021
Picking Sequences and Monotonicity in Weighted Fair Division IJCAI 2021
Fair and Efficient Resource Allocation with Partial Information IJCAI 2021
Fairness in Long-Term Participatory Budgeting IJCAI 2021
Almost Envy-Freeness for Groups: Improved Bounds via Discrepancy Theory IJCAI 2021
Data-Driven Methods for Balancing Fairness and Efficiency in Ride-Pooling IJCAI 2021
Matchings with Group Fairness Constraints: Online and Offline Algorithms IJCAI 2021
Budget-feasible Maximum Nash Social Welfare is Almost Envy-free IJCAI 2021
Addressing the Long-term Impact of ML Decisions via Policy Regret IJCAI 2021
Bias Silhouette Analysis: Towards Assessing the Quality of Bias Metrics for Word Embedding Models IJCAI 2021
Decision Making with Differential Privacy under a Fairness Lens IJCAI 2021
An Examination of Fairness of AI Models for Deepfake Detection IJCAI 2021
Themis: A Fair Evaluation Platform for Computer Vision Competitions IJCAI 2021
CogTree: Cognition Tree Loss for Unbiased Scene Graph Generation IJCAI 2021
Federated Learning with Fair Averaging IJCAI 2021
Learning Groupwise Explanations for Black-Box Models IJCAI 2021
Towards Reducing Biases in Combining Multiple Experts Online IJCAI 2021
Understanding the Effect of Bias in Deep Anomaly Detection IJCAI 2021