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The 2010 Workshop on Algorithms for Modern Massive Data Sets (MMDS 2010) washeld at Stanford University, June 15--18. The goals of MMDS 2010 were (1) toexplore novel techniques for modeling and analyzing massive, high-dimensional,and nonlinearly-structured scientific and Internet data sets; and (2) to bringtogether computer scientists, statisticians, applied mathematicians, and dataanalysis practitioners to promote cross-fertilization of ideas. MMDS 2010followed on the heels of two previous MMDS workshops. The first, MMDS 2006,addressed the complementary perspectives brought by the numerical linearalgebra and theoretical computer science communities to matrix algorithms inmodern informatics applications; and the second, MMDS 2008, explored moregenerally fundamental algorithmic and statistical challenges in modernlarge-scale data analysis.

Computation in Large-Scale Scientific and Internet Data Applications is a Focus of MMDS 2010