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JMLR seeks previously unpublished papers on machine learning that contain: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

《機器學習研究雜志》（JMLR）為機器學習各個領域的高質量學術文章的電子版和紙質出版提供了一個國際論壇。所有已發表的論文均可在線免費獲取。

JMLR 致力于嚴格而快速的審查。

JMLR 尋求以前未發表的機器學習論文，其中包含：

具有可靠經驗驗證的新原理算法，以及理論、心理或生物學性質的論證；

實驗和/或理論研究，對智能系統中的學習設計和行為產生新的見解；

現有技術的應用說明，闡明了方法的優缺點；

新學習任務的形式化（例如，在新的應用背景下）和評估這些任務表現的方法；

開發新的分析框架，推動實踐學習方法的理論研究；

行為或神經層面的自然學習系統數據的計算模型；或對現有工作進行極其出色的調查。

Journal Of Machine Learning Research創刊于2001年，由Microtome Publishing出版商出版，收稿方向涵蓋工程技術 - 計算機：人工智能全領域，此刊是中等級別的SCI期刊，所以過審相對來講不是特別難，但是該刊專業認可度不錯，仍然是一本值得選擇的SCI期刊 。平均審稿速度 約2月 ，影響因子指數4.3，該期刊近期沒有被列入國際期刊預警名單，廣大學者值得一試。