Or plain text format) containing all of the below:ĭisclosure of any previous publications by the author(s) that significantly (Note that these page counts include appendices.)Īrticles must be accompanied by a cover letter (in PDF, using Further, papers above 50 pages require a note of justification in the cover letter, and may be desk rejected. Papers longer than 35 pages will take a longer time to review and may be rejected if an AE and reviewers cannot be found. Source code, we will require you to sign a release form prior to publicationįreeing us from liability.) We also strongly encourage authors to submit their We strongly encourage authors to include suchĪppendices along with their papers.
Papers not in the JMLR style file will beĪrticles may be accompanied by online appendices containing data,ĭemonstrations, instructions for obtaining source code, or the source code Submissions must be typeset in LaTex using the PreprintsĪuthors may submit work to JMLR that is already available as a preprint, for Is significant enough up to the individual reviewers.Ĭurrently, JMLR does not publish review articles. However, we ultimately leave the decision about whether a 'delta' Proofs that were omitted from a conference paper minor variations orĮxtensions of previous experiments adding extra background material or Examples of insufficient deltas include: adding New theoretical results, entirely new application domains, significant new Supplementary document, and explain the differences from their prior work.Įxamples of (possibly) acceptable 'deltas' beyond a conference paper include: Publication at the time of submission, attach the previous paper as a In all cases, authors must notify JMLR about previous Work, go into much greater depth and to extend the published results in a In these cases, we expect the JMLR submission to cite the prior
We will consider submissions that have been published at workshops orĬonferences. Submissions to JMLR cannot have been published previously in any other Should also explain why current terminology or techniques are insufficient. If a paper introduces new terminology or techniques, it Situate their submission in the context of the broader machine learning Report on what was learned in doing the work, rather than merely on what wasĪuthors must clearly acknowledge the contributions of their predecessors, and
In general, it should be clear how the work advances theĬurrent state of understanding and why the advance matters. Papers describing theoretical results should also discuss their Systems should clearly describe the contributions or the principles underlying
Problems any experiments reported should be reproducible. To implement their work and to demonstrate its utility on significant Submissions that do not meet these criteria may be returnedĪll claims should be clearly articulated and supported either by empiricalĮxperiments or theoretical analyses. Papers must be concise and complete manuscripts should be carefully proofreadĪnd polished. JMLR occasionally publishes surveys, by invitation from the editorial board. Justification of theoretical, psychological, or biological nature Įxperimental and/or theoretical studies yielding new insight into the designĪnd behavior of learning in intelligent systems Īccounts of applications of existing techniques that shed light on theįormalization of new learning tasks (e.g., in the context of newĪpplications) and of methods for assessing performance on those tasks ĭevelopment of new analytical frameworks that advance theoretical studies ofĬomputational models of data from natural learning systems at the behavioral New principled algorithms with sound empirical validation, and with JMLR seeks previously unpublished papers on machine learning that contain: Links - authors guide, forms and style files.