Journal Of Machine Learning Research

Journal Title：Journal Of Machine Learning Research

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JMLR seeks previously unpublished papers on machine learning that contain: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.

《机器学习研究杂志》（JMLR）为机器学习各个领域的高质量学术文章的电子版和纸质出版提供了一个国际论坛。所有已发表的论文均可在线免费获取。

JMLR 致力于严格而快速的审查。

JMLR 寻求以前未发表的机器学习论文，其中包含：

具有可靠经验验证的新原理算法，以及理论、心理或生物学性质的论证；

实验和/或理论研究，对智能系统中的学习设计和行为产生新的见解；

现有技术的应用说明，阐明了方法的优缺点；

新学习任务的形式化（例如，在新的应用背景下）和评估这些任务表现的方法；

开发新的分析框架，推动实践学习方法的理论研究；

行为或神经层面的自然学习系统数据的计算模型；或对现有工作进行极其出色的调查。

Journal Of Machine Learning Research创刊于2001年，由Microtome Publishing出版商出版，收稿方向涵盖工程技术 - 计算机：人工智能全领域，此刊是中等级别的SCI期刊，所以过审相对来讲不是特别难，但是该刊专业认可度不错，仍然是一本值得选择的SCI期刊 。平均审稿速度 约2月 ，影响因子指数4.3，该期刊近期没有被列入国际期刊预警名单，广大学者值得一试。