278 citations · 1.5k across the 50 of their papers we have counts for
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cs.AI2011★ 21 cited
Datum-Wise Classification: A Sequential Approach to Sparsity
Gabriel Dulac-Arnold, Ludovic Denoyer, Philippe Preux +1
We propose a novel classification technique whose aim is to select an appropriate representation for each datapoint, in contrast to the usual approach of selecting a representation…
cs.AI2011★ 14 cited
Text Classification: A Sequential Reading Approach
Gabriel Dulac-Arnold, Ludovic Denoyer, Patrick Gallinari
We propose to model the text classification process as a sequential decision process. In this process, an agent learns to classify documents into topics while reading the document…