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    An Analysis of Publication Venues for Automatic Differentiation Research


    Baydin, Atilim Gunes and Pearlmutter, Barak A. (2014) An Analysis of Publication Venues for Automatic Differentiation Research. Working Paper. arXiv.

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    Abstract

    We present the results of our analysis of publication venues for papers on automatic differentiation (AD), covering academic journals and conference proceedings. Our data are collected from the AD publications database maintained by the autodiff.org community website. The database is purpose-built for the AD field and is expanding via submissions by AD researchers. Therefore, it provides a relatively noise-free list of publications relating to the field. However, it does include noise in the form of variant spellings of journal and conference names. We handle this by manually correcting and merging these variants under the official names of corresponding venues. We also share the raw data we get after these corrections.

    Item Type: Monograph (Working Paper)
    Keywords: Publication Venues; Automatic Differentiation; Research; autodiff.org;
    Academic Unit: Faculty of Science and Engineering > Computer Science
    Item ID: 6277
    Identification Number: arXiv:1409.7316
    Depositing User: Barak Pearlmutter
    Date Deposited: 21 Jul 2015 14:43
    Publisher: arXiv
    Refereed: Yes
    URI:

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