176 citations · 184 across the 6 of their papers we have counts for
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cs.LG2016★ 176 cited
Tying Word Vectors and Word Classifiers: A Loss Framework for Language Modeling
Hakan Inan, Khashayar Khosravi, Richard Socher
Recurrent neural networks have been very successful at predicting sequences of words in tasks such as language modeling. However, all such models are based on the conventional clas…
math.ST2016
Multiclass Classification, Information, Divergence, and Surrogate Risk
John C. Duchi, Khashayar Khosravi, Feng Ruan
We provide a unifying view of statistical information measures, multi-way Bayesian hypothesis testing, loss functions for multi-class classification problems, and multi-distributio…