27 citations · 149 across the 34 of their papers we have counts for
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stat.ML2016★ 27 cited
Logarithmic Time One-Against-Some
Hal Daume, Nikos Karampatziakis, John Langford +1
We create a new online reduction of multiclass classification to binary classification for which training and prediction time scale logarithmically with the number of classes. Comp…
stat.ML2016★ 8 cited
Active Information Acquisition
He He, Paul Mineiro, Nikos Karampatziakis
We propose a general framework for sequential and dynamic acquisition of useful information in order to solve a particular task. While our goal could in principle be tackled by gen…