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David Gleich

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Applying Randomized Methods for Zonotope Enumeration and...Randomized Numerical Linear Algebra and Applications 20182018-09-24
Two open problems are presented: empirical eigenvalue histograms for the triangle-weighted Laplacian of Erdős–Rényi graphs consistently defy semicircle and…
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Robust Spectral Diffusions for Data ApplicationsSpectral Algorithms: From Theory to Practice 20142014-10-27
Shows that PageRank is a spectral relaxation of an s–t min‑cut construction and that the push algorithm exactly solves a one-norm regularized two-norm problem…
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Tall-and-skinny QR Factorizations in MapReduceParallel and Distributed Algorithms for Inference and Optimization (Simons Institute, Oct. 21–24, 2013)2013-10-21
Runs 8,192 nonlinear heat-transfer simulations produce about 4.5 TB and get stitched into a 5 billion x 64 matrix (~2.2 TB) whose SVD yields reduced-order…
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