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Journal of Machine Learning Research

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Academic journal

*Journal of Machine Learning Research*
Publication details
Discipline	Machine learning
Language	English
Edited by	Francis Bach,David Blei
History	2000–present
Publisher	JMLR, Inc. and Microtome Publishing (United States)
Open access	Yes
Impact factor	4.091 (2018)
Standard abbreviations ISO 4 (alt) · Bluebook (alt) NLM (alt) · MathSciNet (alt)
ISO 4	J. Mach. Learn. Res.
Indexing CODEN (alt · alt2) · JSTOR (alt) · LCCN (alt) MIAR · NLM (alt) · Scopus · W&L
CODEN	JMLRAJ
ISSN	1532-4435 (print) 1533-7928 (web)
LCCN	00212568
OCLC no.	712803341
Links
Journal homepage Online archive

Machine learning anddata mining
Part of a series on
Paradigms Supervised learning Unsupervised learning Semi-supervised learning Self-supervised learning Reinforcement learning Meta-learning Online learning Batch learning Curriculum learning Rule-based learning Neuro-symbolic AI Neuromorphic engineering Quantum machine learning
Problems Classification Generative modeling Regression Clustering Dimensionality reduction Density estimation Anomaly detection Data cleaning AutoML Association rules Semantic analysis Structured prediction Feature engineering Feature learning Learning to rank Grammar induction Ontology learning Multimodal learning
Supervised learning (classification • regression) Apprenticeship learning Decision trees Ensembles Bagging Boosting Random forest k-NN Linear regression Naive Bayes Artificial neural networks Logistic regression Perceptron Relevance vector machine (RVM) Support vector machine (SVM)
Clustering BIRCH CURE Hierarchical k-means Fuzzy Expectation–maximization (EM) DBSCAN OPTICS Mean shift
Dimensionality reduction Factor analysis CCA ICA LDA NMF PCA PGD t-SNE SDL
Structured prediction Graphical models Bayes net Conditional random field Hidden Markov
Anomaly detection RANSAC k-NN Local outlier factor Isolation forest
Neural networks Autoencoder Deep learning Feedforward neural network Recurrent neural network LSTM GRU ESN reservoir computing Boltzmann machine Restricted GAN Diffusion model SOM Convolutional neural network U-Net LeNet AlexNet DeepDream Neural field Neural radiance field Physics-informed neural networks Transformer Vision Mamba Spiking neural network Memtransistor Electrochemical RAM (ECRAM)
Reinforcement learning Q-learning Policy gradient SARSA Temporal difference (TD) Multi-agent Self-play
Learning with humans Active learning Crowdsourcing Human-in-the-loop Mechanistic interpretability RLHF
Model diagnostics Coefficient of determination Confusion matrix Learning curve ROC curve
Mathematical foundations Kernel machines Bias–variance tradeoff Computational learning theory Empirical risk minimization Occam learning PAC learning Statistical learning VC theory Topological deep learning
Journals and conferences AAAI ECML PKDD NeurIPS ICML ICLR IJCAI ML JMLR
Related articles Glossary of artificial intelligence List of datasets for machine-learning research List of datasets in computer vision and image processing Outline of machine learning
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TheJournal of Machine Learning Research is apeer-reviewed open access scientific journal coveringmachine learning. It was established in 2000 and the first editor-in-chief wasLeslie Kaelbling.^[1] The currenteditors-in-chief are Francis Bach (Inria) andDavid Blei (Columbia University).

History

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The journal was established as an open-access alternative to the journalMachine Learning. In 2001, fortyeditorial board members ofMachine Learning resigned, saying that in the era of theInternet, it was detrimental for researchers to continue publishing their papers in expensive journals with pay-access archives. The open access model employed by theJournal of Machine Learning Research allows authors to publish articles for free and retain copyright, while archives are freely available online.^[2]

Print editions of the journal were published byMIT Press until 2004 and by Microtome Publishing thereafter. From its inception, the journal received no revenue from the print edition and paid no subvention to MIT Press or Microtome Publishing.^[1]

In response to the prohibitive costs of arranging workshop and conferenceproceedings publication with traditionalacademic publishing companies, the journal launched a proceedings publication arm in 2007^[3] and now publishes proceedings for several leading machine learningconferences, including theInternational Conference on Machine Learning,COLT,AISTATS, and workshops held at theConference on Neural Information Processing Systems.