conftrace_

post-processing algorithm

8 papers

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Co-occurring keywords · papers mentioning both

demographic parity (2) fair classification (2) local fairness (1) global fairness (1) group-fair ranking (1) deep representation learning (1) representation debiasing (1) unsupervised debiasing (1) fairness-accuracy trade-off (1) classification with abstention (1)

Papers

The cost of local and global fairness in Federated Learning AISTATS 2025 Fair and Optimal Prediction via Post-Processing AAAI 2024 Regression under demographic parity constraints via unlabeled post-processing NeurIPS 2024 Fair and Optimal Classification via Post-Processing ICML 2023 Deep Representation Debiasing via Mutual Information Minimization and Maximization (Student Abstract) AAAI 2022 Classification with abstention but without disparities UAI 2021 On the Problem of Underranking in Group-Fair Ranking ICML 2021 Effective Dimensionality Reduction for Word Embeddings ACL 2019