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20162023
most citedSPIDER: Near-Optimal Non-Convex Optimization via Stochastic Path Integrated Differential Estimator

243 citations · 409 across the 22 of their papers we have counts for

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math.OC2016★ 48 cited

Near-Optimal Stochastic Approximation for Online Principal Component Estimation

Chris Junchi Li, Mengdi Wang, Han Liu +1

Principal component analysis (PCA) has been a prominent tool for high-dimensional data analysis. Online algorithms that estimate the principal component by processing streaming dat…