Serena Wang

发表

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

Maya R. Gupta, Karthik Sridharan, Andrew Cotter, 2018, J. Mach. Learn. Res..

Training Fairness-Constrained Classifiers to Generalize

Blake E. Woodworth, Nathan Srebro, Andrew Cotter, 2018 .

Pairwise Fairness for Ranking and Regression

Harikrishna Narasimhan, Andrew Cotter, Serena Wang, 2019, AAAI.

Deontological Ethics By Monotonicity Shape Constraints

Serena Wang, Maya Gupta, Serena Wang, 2020, AISTATS.

Predicting the Performance of Automatically Scalable Computation ( ASC )

Serena Wang, 2016 .

Variational Refinement for Importance Sampling Using the Forward Kullback-Leibler Divergence

Michael I. Jordan, Ghassen Jerfel, Katherine A. Heller, 2021, UAI.

Robust Optimization for Fairness with Noisy Protected Groups

Michael I. Jordan, Andrew Cotter, Wenshuo Guo, 2020, NeurIPS.

Robust Distillation for Worst-class Performance

A. Menon, Sara Hooker, Serena Wang, 2022, ArXiv.

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

Maya R. Gupta, Nathan Srebro, Karthik Sridharan, 2018, ICML.