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JOURNAL OF MACHINE LEARNING RESEARCH

J MACH LEARN RES

ISSN:1532-4435 E-ISSN:1533-7928  出版商:Microtome Publishing  国家:UNITED STATES  周期:Bimonthly

影响因子(2024)
5.200
中科院分区(2025 官方末版)
4 区
JCR 分区
Q1
审稿周期
约9 周
录用比例
暂无
收录情况  h-index:173  CiteScore:6.80
投稿入口: 投稿系统  期刊官网 

期刊简介

The Journal of Machine Learning Research (JMLR) provides an international forum for the electronic and paper publication of high-quality scholarly articles in all areas of machine learning. All published papers are freely available online. JMLR has a commitment to rigorous yet rapid reviewing. JMLR seeks previously unpublished papers on machine learning that contain: new principled algorithms with sound empirical validation| and with justification of theoretical| psychological| or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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