241 citations · 861 across the 54 of their papers we have counts for
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cs.LG2019
Recycled ADMM: Improving the Privacy and Accuracy of Distributed Algorithms
Xueru Zhang, Mohammad Mahdi Khalili, Mingyan Liu
Alternating direction method of multiplier (ADMM) is a powerful method to solve decentralized convex optimization problems. In distributed settings, each node performs computation…
cs.LG2019★ 13 cited
Group Retention when Using Machine Learning in Sequential Decision Making: the Interplay between User Dynamics and Fairness
Xueru Zhang, Mohammad Mahdi Khalili, Cem Tekin +1
Machine Learning (ML) models trained on data from multiple demographic groups can inherit representation disparity (Hashimoto et al., 2018) that may exist in the data: the model ma…