"fairness constraints" Papers
11 papers found
Conference
Accelerating Spectral Clustering under Fairness Constraints
Francesco Tonin, Alex Lambert, Johan Suykens et al.
ICML 2025arXiv:2506.08143
2
citations
Causally Reliable Concept Bottleneck Models
Giovanni De Felice, Arianna Casanova Flores, Francesco De Santis et al.
NEURIPS 2025arXiv:2503.04363
8
citations
Fairness-aware Bayes Optimal Functional Classification
Xiaoyu Hu, Gengyu Xue, Zhenhua Lin et al.
NEURIPS 2025arXiv:2505.09471
Fair Submodular Cover
Wenjing Chen, Shuo Xing, Samson Zhou et al.
ICLR 2025arXiv:2407.04804
8
citations
Improved Algorithms for Fair Matroid Submodular Maximization
Sepideh Mahabadi, Sherry Sarkar, Jakub Tarnawski
NEURIPS 2025arXiv:2601.09860
SORTeD Rashomon Sets of Sparse Decision Trees: Anytime Enumeration
Elif Arslan, Jacobus van der Linden, Serge Hoogendoorn et al.
NEURIPS 2025spotlightarXiv:2511.03344
Stochastic-Constrained Stochastic Optimization with Markovian Data
Yeongjong Kim, Dabeen Lee
NEURIPS 2025arXiv:2312.04312
CuTS: Customizable Tabular Synthetic Data Generation
Mark Vero, Mislav Balunovic, Martin Vechev
ICML 2024arXiv:2307.03577
10
citations
GRACE: Graph-Based Contextual Debiasing for Fair Visual Question Answering
Yifeng Zhang, Ming Jiang, Qi Zhao
ECCV 2024
2
citations
No Prejudice! Fair Federated Graph Neural Networks for Personalized Recommendation
Nimesh Agrawal, Anuj Sirohi, Sandeep Kumar et al.
AAAI 2024paperarXiv:2312.10080
39
citations
Position: Amazing Things Come From Having Many Good Models
Cynthia Rudin, Chudi Zhong, Lesia Semenova et al.
ICML 2024spotlight