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Khashayar Khosravi

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. Multiclass Classification, Information, Divergence, and Surrogate Risk

    2016 · arXiv (Cornell University)

    We provide a unifying view of statistical information measures, multi-way Bayesian hypothesis testing, loss functions for multi-class classification problems, and multi-distribution $f$-divergences, elaborating equivalence results between all of these objects, and extending existing results for …

  2. Tying Word Vectors and Word Classifiers: A Loss Framework for Language Modeling

    2016 · arXiv (Cornell University)

    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 classification framework, where the model is trained against …