conftrace_

fair classifier

10 papers

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Co-occurring keywords · papers mentioning both

demographic parity (4) group fairness (4) fairness constraint (2) data bia (1) post-processing algorithm (1) abstention decision (1) protected attribute (1) neural network (1) disparate treatment (1) group-wise error (1)

Papers

Fair Classifiers that Abstain without Harm ICLR 2024 Fairness guarantees in multi-class classification with demographic parity JMLR 2024 Fair and Optimal Classification via Post-Processing ICML 2023 Are Two Heads the Same as One? Identifying Disparate Treatment in Fair Neural Networks NeurIPS 2022 Inherent Tradeoffs in Learning Fair Representations JMLR 2022 Learning Fair Classifiers With Partially Annotated Group Labels CVPR 2022 Constructing a Fair Classifier with Generated Fair Data AAAI 2021 Fair Mixup: Fairness via Interpolation ICLR 2021 A Fair Classifier Using Kernel Density Estimation NeurIPS 2020 Ensuring Fairness Beyond the Training Data NeurIPS 2020