"[Random forests perform best except] where the data is richly and hierarchically structured [where deep learning does]" Counter examples?
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@avibryant what's a CNN?
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@avibryant The Baidu guys have claimed they've been getting good stuff around CTR prediction, e.g., "DNN CTR for search ads was launched in -
@echen@IgorCarron@avibryant with recent focus in deep learning on attention mechanisms I would bet they have "human attention" modeled
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@avibryant May 20th 2013, serving billions of search queries everyday – substantial improvement" http://cikm2013.org/slides/kai.pdfThanks. Twitter will use this to make your timeline better. UndoUndo
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@avibryant (though I don't think there are any details...and haven't heard the same successes elsewhere)Thanks. Twitter will use this to make your timeline better. UndoUndo
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@avibryant@IgorCarron DNN is a function approximator, no need for hierarchy. RNN approximates dynamic systems. CNN is a DNN w/ local priorThanks. Twitter will use this to make your timeline better. UndoUndo
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