Poster "fairness constraints" Papers

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Accelerating Spectral Clustering under Fairness Constraints

Francesco Tonin, Alex Lambert, Johan Suykens et al.

ICML 2025arXiv:2506.08143

Causally Reliable Concept Bottleneck Models

Giovanni De Felice, Arianna Casanova Flores, Francesco De Santis et al.

NEURIPS 2025arXiv:2503.04363

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

Improved Algorithms for Fair Matroid Submodular Maximization

Sepideh Mahabadi, Sherry Sarkar, Jakub Tarnawski

NEURIPS 2025arXiv:2601.09860

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

GRACE: Graph-Based Contextual Debiasing for Fair Visual Question Answering

Yifeng Zhang, Ming Jiang, Qi Zhao