Journal of Machine Learning Research

Journal Title

  • Journal of Machine Learning Research

ISSN

  • E 1533-7928 | P 1532-4435

Publisher

  • MIT Press

Listed on(Coverage)

JCR 2001-2019
SJR 2002-2019
CiteScore 2011-2019
SCIE 2010-2021
CC 2016-2021
SCOPUS 2017-2020

Active

  • Active

    based on the information

    • SCOPUS:2020-10

Country

  • USA

Aime & Scopes

  • JMLR seeks previously unpublished papers on machine learning that contain: •new principled algorithms with sound empirical validation, and with justification of theoretical, psychological, or biological nature; /// experimental and/or theoretical studies yielding new insight into the design and behavior of learning in intelligent systems; /// accounts of applications of existing techniques that shed light on the strengths and weaknesses of the methods; /// formalization of new learning tasks (e.g., in the context of new applications) and of methods for assessing performance on those tasks; /// development of new analytical frameworks that advance theoretical studies of practical learning methods; /// computational models of data from natural learning systems at the behavioral or neural level; or /// extremely well-written surveys of existing work.

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