On learning a union of half spaces-Reference-Cited by-同舟云学术

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On learning a union of half spaces

Published:1990-03 Issue:1 Volume:6 Page:67-101
ISSN:0885-064X
Container-title:Journal of Complexity
language:en
Short-container-title:Journal of Complexity

Author:

Baum Eric B

Publisher

Elsevier BV

Subject

Applied Mathematics,Control and Optimization,Numerical Analysis,Statistics and Probability,Algebra and Number Theory,General Mathematics

Reference29 articles.

1. Fast probabilistic algorithms for Hamiltonian circuits and matchings;Angluin;J. Comput. System Sci.,1979

2. The Perception Algorithm Is Fast for Non-Malicious Distribution;Baum,1989

3. Training a 3-node neural network is NP-complete;Blum,1988

4. Learnability and the Vapnik-Chervonenkis Dimension;Blumer;UCSC Technical Report UCSC-CRL-8720,1987

5. Helly's theorem and its relatives;Danzer,1963

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1. A random-sampling-based algorithm for learning intersections of halfspaces;Journal of the ACM;2010-10

2. Learning Convex Concepts from Gaussian Distributions with PCA;2010 IEEE 51st Annual Symposium on Foundations of Computer Science;2010-10

3. Learning Geometric Concepts via Gaussian Surface Area;2008 49th Annual IEEE Symposium on Foundations of Computer Science;2008-10

4. An algorithmic theory of learning: Robust concepts and random projection;Machine Learning;2006-03-28

5. An Approximate Algorithm for Reverse Engineering of Multi-layer Perceptrons;Research and Development in Intelligent Systems XX;2004

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