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A variety of related stochastic gradient algorithms can be specified by modifying the minimum mean square error cost function. A part of them have been previously known as cost function adaptation algorithms, though they actually have implemented a kind of variable error exponent algorithms. Besides, the adaptive filtering literature contains many variable step-size methods. In this paper we reconsider...
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