Concepedia

Serena Wang

SW

Statistics

Publications

5

Citations

184

H-Index

5

Active since

2018

Affiliations

Google (United States)(Current)

University of California, Berkeley

Serena Wang is an author at Google (United States) specializing in optimization, machine learning, and fairness in machine learning.

Publications per year

2018–2020

5

Publications

5

Pairwise Fairness for Ranking and Regression

Harikrishna Narasimhan, Andrew Cotter, Maya R. Gupta et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 84 citations · Full text

Computing, Data Science, Machine Learning +12

Optimization with Non-Differentiable Constraints with Applications to\n Fairness, Recall, Churn, and Other Goals

Andrew Cotter, Heinrich Jiang, Serena Wang et al. · arXiv (Cornell University) · 2018 · 44 citations · Full text

Computing, Computer Science, Algorithms +16

Optimization with Non-Differentiable Constraints with Applications to Fairness, Recall, Churn, and Other Goals

Andrew Cotter, Heinrich Jiang, Serena Wang et al. · arXiv (Cornell University) · 2018 · 28 citations · Full text

Natural Sciences, Decision Sciences, Decision Theory +13

Training Well-Generalizing Classifiers for Fairness Metrics and Other Data-Dependent Constraints

Andrew Cotter, Maya R. Gupta, Heinrich Jiang et al. · arXiv (Cornell University) · 2018 · 17 citations · Full text

Computing, Computer Science, Data Science +17

Shape Constraints for Set Functions

Andrew Cotter, Maya R. Gupta, Heinrich Jiang et al. · International Conference on Machine Learning · 2019 · 11 citations

Natural Sciences, Computer Science, Mathematics +10

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