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The Grad Factor

Friday, July 27, 2012. Here are my high lights from NIPS 2011 in. How biased are maximum entropy models? Jakob H. Macke, Iain Murray, Peter E. Latham. They show that some of the common approaches to maximum entropy learning subject to constraints in the data like moments can severely under-estimate the entropy of the data. One might naively assume max-ent over-estimates the entropy of the data. Iain calls his paper a health warning for methodology he says he sees many neuroscientists use. Then you ca.
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The Grad Factor

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Friday, July 27, 2012. Here are my high lights from NIPS 2011 in. How biased are maximum entropy models? Jakob H. Macke, Iain Murray, Peter E. Latham. They show that some of the common approaches to maximum entropy learning subject to constraints in the data like moments can severely under-estimate the entropy of the data. One might naively assume max-ent over-estimates the entropy of the data. Iain calls his paper a health warning for methodology he says he sees many neuroscientists use. Then you ca.

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This web page factorgrad.blogspot.com states the following, "Friday, July 27, 2012." We saw that the webpage said " Here are my high lights from NIPS 2011 in." It also said " How biased are maximum entropy models? Jakob H. Macke, Iain Murray, Peter E. They show that some of the common approaches to maximum entropy learning subject to constraints in the data like moments can severely under-estimate the entropy of the data. One might naively assume max-ent over-estimates the entropy of the data. Iain calls his paper a health warning for methodology he says he sees many neuroscientists use."

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