Journal of machine learning research FAQ - ResearchHelpDesk

Journal of machine learning research FAQ - ResearchHelpDesk - 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. Final versions are published electronically (ISSN 1533-7928) immediately upon receipt. Until the end of 2004, paper volumes (ISSN 1532-4435) were published 8 times annually and sold to libraries and individuals by the MIT Press. Paper volumes (ISSN 1532-4435) are now published and sold by Microtome Publishing.   JMLR seeks previously unpublished papers on machine learning that contain: new principled algorithms with sound empirical validation, and with justification of theoretical, psychological, or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.

《机器学习研究杂志》FAQ - 研究帮助台 - 《机器学习研究杂志》（JMLR）为全球范围内的机器学习领域提供了一个电子与纸质高质量学术论文的发表平台。所有已发表的论文均可在网上免费获取。JMLR致力于严格的审稿流程，同时确保审稿的快速性。最终版本的文章一经收到，便立即以电子版形式发布（ISSN 1533-7928）。截至2004年底，纸版期刊（ISSN 1532-4435）每年出版8期，并由麻省理工学院出版社销售给图书馆和个人。目前，纸版期刊（ISSN 1532-4435）由Microtome Publishing负责出版与销售。JMLR致力于征集未曾公开发表的机器学习论文，这些论文应包含：具有坚实实证验证的新颖原理算法，并对其理论、心理或生物性质进行论证；通过实验和/或理论研究，为智能系统中学习的构思与行为提供新的洞见；对现有技术应用的阐述，以揭示这些方法的优缺点；新学习任务的正式化（例如，在新的应用背景下）以及评估这些任务性能的方法；推动实际学习方法理论研究的新分析框架的发展；自然学习系统在行为或神经层面的数据计算模型；或对现有工作的极富文采的综述。