69 citations · 91 across the 8 of their papers we have counts for
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cs.LG2021★ 69 cited
Improving Fairness for Data Valuation in Horizontal Federated Learning
Zhenan Fan, Huang Fang, Zirui Zhou +4
Federated learning is an emerging decentralized machine learning scheme that allows multiple data owners to work collaboratively while ensuring data privacy. The success of federat…
math.OC2021
Cardinality-constrained structured data-fitting problems
Zhenan Fan, Huang Fang, Michael P. Friedlander
A memory-efficient framework is described for the cardinality-constrained structured data-fitting problem. Dual-based atom-identification rules are proposed that reveal the structu…