In the AI era, we're constantly talking about how important data is—storing data, disseminating data, and protecting data. As data specialists, we understand bad data management leads to bad use of AI ...
Variance Reduced Stochastic Optimization Over Directed Graphs with Row and Column Stochastic Weights
Abstract: This paper proposes AB-SAGA, a first-order distributed stochastic optimization method to minimize a finite sum of smooth and strongly convex functions distributed over an arbitrary directed ...
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