He built interfaces that allowed engineers, scientists and everyday people to solve difficult problems without having to ...
Abstract: We propose a novel decomposition framework for the distributed optimization of Difference Convex (DC)-type nonseparable sum-utility functions subject to coupling convex constraints. A major ...
Abstract: Information mining from networks by identifying communities is an important problem across a number of research fields including social science, biology, physics, and medicine. Most existing ...
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RANDOM, Vector-Matrix-Vector Queries for Solving Linear Algebra, Statistics, and Graph Problems with Cyrus Rashtchian and Hanlin Zhu Full version on arXiv ICML, Input-Sparsity Low Rank Approximation ...
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