Search Results for author: Kangning Wang

Found 3 papers, 0 papers with code

Breaking the Metric Voting Distortion Barrier

no code implementations30 Jun 2023 Moses Charikar, Prasanna Ramakrishnan, Kangning Wang, Hongxun Wu

To do so we study a handful of voting rules that are new to the problem.

Fair for All: Best-effort Fairness Guarantees for Classification

no code implementations18 Dec 2020 Anilesh K. Krishnaswamy, Zhihao Jiang, Kangning Wang, Yu Cheng, Kamesh Munagala

Instead, we propose a fairness notion whose guarantee, on each group $g$ in a class $\mathcal{G}$, is relative to the performance of the best classifier on $g$.

Classification Fairness +1

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