Adaptive Computation and Machine Learning

出版社: 
Mit Press MIT Press Ltd Mit Pr MIT Press A Bradford Book The MIT Press
册数:  38

简介　· · · · · ·　

The goal of building systems that can adapt to their environments and learn from their experience has attracted researchers from many fields, including computer science, engineering, mathematics, physics, neuroscience, and cognitive science. Out of this research has come a wide variety of learning techniques, including methods for learning decision trees, decision rules, neural networks, statistical classifiers, and probabilistic graphical models. The researchers in these various areas have also produced several different theoretical frameworks ... (全部)
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