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20202025
most citedNon-Asymptotic Analysis of Stochastic Approximation Algorithms for Streaming Data

4 citations · 8 across the 9 of their papers we have counts for

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math.ST2023★ 1 cited

On Adaptive Stochastic Optimization for Streaming Data: A Newton's Method with O(dN) Operations

Antoine Godichon-Baggioni, Nicklas Werge

Stochastic optimization methods encounter new challenges in the realm of streaming, characterized by a continuous flow of large, high-dimensional data. While first-order methods, l…