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About Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond (Adaptive Computation and Machine Learning)
In the 1990s, a new type of learning algorithm was developed, based on results from statistical learning theory: the Support Vector Machine (SVM). This gave rise to a new class of theoretically elegant learning machines that use a central concept of SVMs -- -kernels--for a number of learning tasks.
Detailed Information
Author: | Bernhard Schlkopf |
---|---|
Publication Year: | 2001 |
Pages: | 644 |
Language: | English |
File Size: | 0.58 |
Format: | |
Price: | FREE |
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