"group fairness" Papers

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Conference

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Paper Type

poster (24,624)paper (8,558)oral (1,594)spotlight (1,421)highlight (975)

Fairness-aware Anomaly Detection via Fair Projection

Feng Xiao, Xiaoying Tang, Jicong Fan

NEURIPS 2025arXiv:2505.11132

On the Alignment between Fairness and Accuracy: from the Perspective of Adversarial Robustness

Junyi Chai, Taeuk Jang, Jing Gao et al.

ICML 2025

Some Optimizers are More Equal: Understanding the Role of Optimizers in Group Fairness

Mojtaba Kolahdouzi, Hatice Gunes, Ali Etemad

NEURIPS 2025spotlightarXiv:2504.14882

Centralized Selection with Preferences in the Presence of Biases

L. Elisa Celis, Amit Kumar, Nisheeth K. Vishnoi et al.

ICML 2024arXiv:2409.04897
1
citations

Fair Classification with Partial Feedback: An Exploration-Based Data Collection Approach

Vijay Keswani, Anay Mehrotra, L. Elisa Celis

ICML 2024arXiv:2402.11338
3
citations

FRAPPÉ: A Group Fairness Framework for Post-Processing Everything

Alexandru Tifrea, Preethi Lahoti, Ben Packer et al.

ICML 2024

Multi-Dimensional Fair Federated Learning

Cong Su, Guoxian Yu, Jun Wang et al.

AAAI 2024paperarXiv:2312.05551
11
citations