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20172026
most citedAsynchronous Accelerated Proximal Stochastic Gradient for Strongly Convex Distributed Finite Sums

21 citations · 100 across the 13 of their papers we have counts for

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stat.ME2026

Convergence of projected stochastic natural gradient variational inference for various step size and sample or batch size schedules

Thomas Guilmeau, Hadrien Hendrikx, Florence Forbes

Stochastic natural gradient variational inference (NGVI) is a popular and efficient algorithm for Bayesian inference. Despite empirical success, the convergence of this method is s…