NESTT: A Nonconvex Primal-Dual Splitting Method for Distributed and Stochastic Optimization

Davood Hajinezhad, Mingyi Hong, Tuo Zhao, Zhaoran Wang

Nov-21-2025, 06:06:38 GMT–Neural Information Processing Systems

The proposed NonconvEx primal-dual SpliTTing (NESTT) algorithm splits the problem into N subproblems, and utilizes an augmented Lagrangian based primal-dual scheme to solve it in a distributed and stochastic manner.

algorithm, artificial intelligence, machine learning, (14 more...)

Neural Information Processing Systems

Nov-21-2025, 06:06:38 GMT

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NESTT: A Nonconvex Primal-Dual Splitting Method for Distributed and Stochastic Optimization Zhaoran Wang
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