Ebook: The mathematics of generalization: the proceedings of the SFI/CNLS Workshop on Formal Approaches to Supervised Learning
Author: David H. Wolpert
- Tags: Neural Networks, AI & Machine Learning, Computer Science, Computers & Technology, Mathematics, Applied, Geometry & Topology, History, Infinity, Mathematical Analysis, Matrices, Number Systems, Popular & Elementary, Pure Mathematics, Reference, Research, Study & Teaching, Transformations, Trigonometry, Science & Math, Applied, Physics, Science & Math, Computer Science, Algorithms, Artificial Intelligence, Database Storage & Design, Graphics & Visualization, Networking, Object-Oriented Software Design, Operating Systems, Progra
- Series: Santa Fe Institute Studies in the Sciences of Complexity XX
- Year: 1995
- Publisher: Westview Press
- Edition: 1
- Language: English
- pdf
This volume grew out of a workshop designed to bring together researchers from different fields and includes contributions from workers in Bayesian analysis, machine learning, neural nets, PAC and VC theory, classical sampling theory statistics and the statistical physics of learning. The contributions present a bird's-eye view of the subject.
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