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Microsoft
The Laplacian Paradigm: Emerging Algorithms for Massive Graphs
We describe an emerging paradigm for the design of efficient algorithms for massive graphs. This paradigm, which we will refer to as the Laplacian Paradigm, is built on a recent suite of nearly-linear time primitives in spectral graph theory developed by Spielman and Teng, especially their solver for linear systems Ax = b, where A […]
Jul 28, 2011
Nonlinear Dimensionality Reduction Methods
Algorithms for dimensionality reduction
neptune.ai
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