28 citations · 137 across the 15 of their papers we have counts for
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stat.ML2021★ 16 cited
A Non-parametric View of FedAvg and FedProx: Beyond Stationary Points
Lili Su, Jiaming Xu, Pengkun Yang
Federated Learning (FL) is a promising decentralized learning framework and has great potentials in privacy preservation and in lowering the computation load at the cloud. Recent w…
math.ST2021★ 12 cited
Polynomial methods in statistical inference: theory and practice
Yihong Wu, Pengkun Yang
This survey provides an exposition of a suite of techniques based on the theory of polynomials, collectively referred to as polynomial methods, which have recently been applied to…