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Change of Representation and Inductive Bias
Paul . Ed(S): Benjamin
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Description for Change of Representation and Inductive Bias
Hardback. Editor(s): Benjamin, Paul. Series: The Springer International Series in Engineering and Computer Science. Num Pages: 356 pages, biography. BIC Classification: UYQ. Category: (P) Professional & Vocational; (UP) Postgraduate, Research & Scholarly. Dimension: 234 x 156 x 22. Weight in Grams: 698.
Change of Representation and Inductive Bias One of the most important emerging concerns of machine learning researchers is the dependence of their learning programs on the underlying representations, especially on the languages used to describe hypotheses. The effectiveness of learning algorithms is very sensitive to this choice of language; choosing too large a language permits too many possible hypotheses for a program to consider, precluding effective learning, but choosing too small a language can prohibit a program from being able to find acceptable hypotheses. This dependence is not just a pitfall, however; it is also an opportunity. The work of ... Read more
Change of Representation and Inductive Bias One of the most important emerging concerns of machine learning researchers is the dependence of their learning programs on the underlying representations, especially on the languages used to describe hypotheses. The effectiveness of learning algorithms is very sensitive to this choice of language; choosing too large a language permits too many possible hypotheses for a program to consider, precluding effective learning, but choosing too small a language can prohibit a program from being able to find acceptable hypotheses. This dependence is not just a pitfall, however; it is also an opportunity. The work of ... Read more
Product Details
Format
Hardback
Publication date
1989
Publisher
Kluwer Academic Publishers United States
Number of pages
356
Condition
New
Series
The Springer International Series in Engineering and Computer Science
Number of Pages
356
Place of Publication
Dordrecht, Netherlands
ISBN
9780792390558
SKU
V9780792390558
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
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