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Tianyou Chai

Sublinear and Linear Convergence of Modified ADMM for Distributed Nonconvex Optimization
A Primal-Dual SGD Algorithm for Distributed Nonconvex Optimization
Communication Compression for Distributed Nonconvex Optimization
Linear Convergence of First- and Zeroth-Order Primal-Dual Algorithms for Distributed Nonconvex Optimization
Linear Convergence for Distributed Optimization Without Strong Convexity
Exponential Convergence for Distributed Smooth Optimization Under the Restricted Secant Inequality Conditions

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