Classifying under computational resource constraints: anytime classification using probabilistic estimators
نویسندگان
چکیده
منابع مشابه
Anytime Classification Classifying under Computational Resource Constraints: Anytime Classification Using Probabilistic Estimators
In many online applications of machine learning, the computational resources available for classification will vary from time to time. Existing techniques are designed to operate within the constraints of the minimum expected resources and fail to utilize further resources when they are available. This paper presents an analysis of the relevant categories of computational resource involved and ...
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ژورنال
عنوان ژورنال: Machine Learning
سال: 2007
ISSN: 0885-6125,1573-0565
DOI: 10.1007/s10994-007-5020-z