(slides courtesy
of Aurick Qiao Joseph Gonzalez Wei Dai and Jinliang Wei Parameter Servers 1 Regret analysis for online optimization RECAP 2 2009 RECAP 3 Take a gradient step x x
model dataparameterserverdatamodelsystemsiterationparallelparametersmachinescomputetopicreducemapldamemory
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