26 citations · 34 across the 12 of their papers we have counts for
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math.OC2019★ 2 cited
Efficient Implementation of Second-Order Stochastic Approximation Algorithms in High-Dimensional Problems
Jingyi Zhu, Long Wang, James C. Spall
Stochastic approximation (SA) algorithms have been widely applied in minimization problems when the loss functions and/or the gradient information are only accessible through noisy…
stat.CO2019
Error Analysis for the Particle Filter: Methods and Theoretical Support
Ziyu Liu, Shihong Wei, James C. Spall
The particle filter is a popular Bayesian filtering algorithm for use in cases where the state-space model is nonlinear and/or the random terms (initial state or noises) are non-Ga…