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Building efficient algorithms by learning to compress
(Massachusetts Institute of Technology, 2020)
The amount of data in the world is doubling every two years. Such abundant data offers immense opportunities, but also imposes immense computation, storage, and energy costs. This thesis introduces efficient algorithms for ...