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Electronic Colloquium on Computational Complexity

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REPORTS > KEYWORD > CONSTRAINED LEARNING:
Reports tagged with Constrained Learning:
TR15-126 | 27th July 2015
Jacob Steinhardt, Gregory Valiant, Stefan Wager

Memory, Communication, and Statistical Queries

Revisions: 1

If a concept class can be represented with a certain amount of memory, can it be efficiently learned with the same amount of memory? What concepts can be efficiently learned by algorithms that extract only a few bits of information from each example? We introduce a formal framework for studying ... more >>>




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