A New Look at the Relation between Information Theory and

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The invention of the computer spreadsheet by Dan Bricklin and Robert Frankston. Prerequisites: CSE 12 or consent of instructor. Algorithms include sketching, random projections, hashing, fast nearest-neighbors, large-scale online learning, and parallel (Map-reduce, GraphLab). For example, if the student does research in a field such as algorithms/graphics/robotics and he or she can design/analyze/implement a parallel algorithm (possibly for an open problem); if the student does research on a field such as programming languages or databases, she or he can design/implement language/query support for parallelism; if the student does research on machine learning, he or she can develop a framework for performing approximate inference in parallel.

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Publisher: PN (1978)


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