Fast and Robust Parallel SGD Matrix Factorization

By Jinoh Oh, Wook-Shin Han, Hwanjo Yu, Xiaoqian Jiang. 2015

53 citations recorded by the source corpus.

Subfields: Computer Networks and Communications, Information Systems, Signal Processing

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Computer Networks and Communications

1. Aymeric Dieuleveut
2. Kumar Kshitij Patel

In Information Systems

1. Aymeric Dieuleveut
2. Kumar Kshitij Patel

In Signal Processing

1. Aymeric Dieuleveut
2. Kumar Kshitij Patel

Citations in the corpus

• Communication trade-offs for synchronized distributed SGD with large step size (2019, methodology): “(2012) OSA Small learning rates c μt ; μ often unknown; Nonasymptotic bound on single worker convergence rate is used (Rakhlin et al. (2012)); Jain et.”