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02/12/2021
Newton Method over Networks is Fast up to the Statistical Precision
We propose a distributed cubic regularization of the Newton method for s...
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05/07/2019
Convergence Rate of Distributed Optimization Algorithms Based on Gradient Tracking
We study distributed, strongly convex and nonconvex, multiagent optimiza...
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09/23/2018
Second-order Guarantees of Distributed Gradient Algorithms
We consider distributed smooth nonconvex unconstrained optimization over...
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08/17/2018