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Journal of Machine Learning Research
Summary: Journal of Machine Learning Research focuses on all areas of machine learning.
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.
The Journal of Machine Learning Research will publish original, unpublished research in Machine Learning reporting:
<ul>
<li>new algorithms with empirical, theoretical, psychological, or biological justification;</li>
<li>experimental and/or theoretical studies yielding new insight into the design and behavior of learning in intelligent systems;</li>
<li>accounts of applications of existing techniques that shed light on the strengths and weaknesses of the methods;</li>
<li>formalization of new learning tasks (e.g., in the context of new applications) and of methods for assessing performance on those tasks;</li>
<li>development of new analytical frameworks that advance theoretical studies of practical learning methods;</li>
<li>computational models of data from natural learning systems at the behavioral or neural level;</li>
</ul>
| Publisher | The MIT Press |
| More information | http://jmlr.csail.mit.edu |
| Keywords | new algorithms, learning in intelligent systems, behavior, practical learning methods, computational models, natural learning systems |
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