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Learning with kernels : support vector machines, regularization, optimization, and beyond / Bernhard Schölkopf, Alexander J. Smola.
LIBRA Q325.5 .S365 2002
Available from offsite location
- Format:
- Book
- Author/Creator:
- Schölkopf, Bernhard.
- Series:
- Adaptive computation and machine learning
- Adaptive computation and machine learning.
- Language:
- English
- Subjects (All):
- Machine learning.
- Kernel functions.
- Algorithms.
- Mathematical optimization.
- Physical Description:
- xviii, 626 pages : illustrations ; 26 cm.
- Place of Publication:
- Cambridge, Mass. : MIT Press, [2002]
- Summary:
- A comprehensive introduction to Support Vector Machines and related kernel methods.
- Notes:
- Includes bibliographical references (pages [591]-616) and index.
- Local Notes:
- Acquired for the Penn Libraries with assistance from the Anne and Joseph Trachtman Memorial Book Fund.
- Acquired for the Penn Libraries with assistance from the Class of 1924 Book Fund.
- ISBN:
- 0262194759
- OCLC:
- 48970254
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