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stat.ML2025

Online Covariance Estimation in Nonsmooth Stochastic Approximation

Liwei Jiang, Abhishek Roy, Krishna Balasubramanian +3

We consider applying stochastic approximation (SA) methods to solve nonsmooth variational inclusion problems. Existing studies have shown that the averaged iterates of SA methods e…