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Resource-Adaptive Newton's Method for Distributed Learning
Distributed stochastic optimization methods based on Newton's method offer significant advantages over first-order methods by leveraging curvature information for improved performance.
A Distributed Privacy-Preserving Learning Dynamics in General Social Networks
In this paper, we study a distributed privacy-preserving learning problem in social networks with general topology.
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