IEEE - Institute of Electrical and Electronics Engineers, Inc. - An algorithmic theory of learning: robust concepts and random projection

40th Annual Symposium on Foundations of Computer Science

Author(s): Arriaga, R.I. ; Vempala, S.
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 January 1999
Conference Location: New York City, NY, USA, USA
Conference Date: 17 October 1999
Page(s): 616 - 623
ISBN (Paper): 0-7695-0409-4
ISSN (Paper): 0272-5428
DOI: 10.1109/SFFCS.1999.814637
Regular:

We study the phenomenon of cognitive learning from an algorithmic standpoint. How does the brain effectively learn concepts from a small number of examples despite the fact that each example... View More

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