Relative Entropy Derivative Bounds
نویسندگان
چکیده
منابع مشابه
Relative Entropy Derivative Bounds
We show that the derivative of the relative entropy with respect to its parameters is lower and upper bounded. We characterize the conditions under which this derivative can reach zero. We use these results to explain when the minimum relative entropy and the maximum log likelihood approaches can be valid. We show that these approaches naturally activate in the presence of large data sets and t...
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ژورنال
عنوان ژورنال: Entropy
سال: 2013
ISSN: 1099-4300
DOI: 10.3390/e15072861