IEEE - Institute of Electrical and Electronics Engineers, Inc. - A random sampling based algorithm for learning the intersection of half-spaces

Proceedings 38th Annual Symposium on Foundations of Computer Science

Author(s): Vempala, S.
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 January 1997
Conference Location: Miami Beach, FL, USA, USA
Conference Date: 20 October 1997
Page(s): 508 - 513
ISBN (Paper): 0-8186-8197-7
ISSN (Paper): 0272-5428
DOI: 10.1109/SFCS.1997.646139
Regular:

We present an algorithm for learning the intersection of half spaces in n dimensions. Over nearly uniform distributions, it runs in polynomial time for up to O(logn/loglogn) half spaces or, more... View More

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