Abstract: We consider the problem of evaluating arbitrary multivariate polynomials over a massive dataset containing multiple inputs, on a distributed computing system with a leader node and multiple ...

Abstract: We study the problem of distributedly computing a general class of computational tasks, referred to as multilinear gradient computation. Multilinear gradient computation evaluates a ...

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Department of Materials Science and Engineering, Northwestern University, 2220 Campus Drive, Evanston, Illinois 60208, United States Department of Chemical Engineering, Howard University, 2300 sixth ...