most citedDoubly Adaptive Scaled Algorithm for Machine Learning Using Second-Order Information

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math.OC2019

Scaling Up Quasi-Newton Algorithms: Communication Efficient Distributed SR1

Majid Jahani, Mohammadreza Nazari, Sergey Rusakov +2

In this paper, we present a scalable distributed implementation of the Sampled Limited-memory Symmetric Rank-1 (S-LSR1) algorithm. First, we show that a naive distributed implement…