Analysis of Two Gradient-Based Algorithms for On-Line Regression
نویسندگان
چکیده
منابع مشابه
Analysis of Two Gradient - basedAlgorithms for On - line Regression 1
In this paper we present a new analysis of two algorithms, Gradient Descent and Exponentiated Gradient, for solving regression problems in the on-line framework. Both these algorithms compute a prediction that depends linearly on the current instance, and then update the coeecients of this linear combination according to the gradient of the loss function. However, the two algorithms have distin...
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ژورنال
عنوان ژورنال: Journal of Computer and System Sciences
سال: 1999
ISSN: 0022-0000
DOI: 10.1006/jcss.1999.1635