Publication venues in machine learning and related fields

The following list is a non-exhaustive collection of publication venues (conferences and journals) in machine learning and related fields, such as computer vision and medical imaging. The list is partly based on the comments to this Twitter thread by Daniel Roy. The ordering approximately matches _my_ notion of relevance and popularity, plus I listed for-profit and non-open-access organisations lower.

NeurIPS - Conference on Neural Information Processing Systems

conference Open Access Not-for-profit Registration fee: 100 USD Scope: machine learning, computational neuroscience

ICML - International Conference on Machine Learning

conference Open Access Not-for-profit Registration fee: 100 USD Scope: machine learning

ICLR - International Conference on Learning Representations

conference Open Access Not-for-profit Scope: deep learning

Machine Learning: Science and Technology - Machine Learning: Science and Technology

journal Open Access Not-for-profit Publisher: IOP Publisher Scope: machine learning

AISTATS - International Conference on Artificial Intelligence and Statistics

conference Open Access Scope: artificial intelligence, machine learning, statistics

COLT - Conference on Learning Theory

conference Open Access Scope: learning theory, machine learning

JMLR - Journal of Machine Learning Research

journal Open Access Not-for-profit Publisher: JMLR Inc. Scope: machine learning

JAIR - Journal of Artificial Intelligence Research

journal Open Access Not-for-profit Publisher: AAAI Press Scope: artificial intelligence

Distill - Distill

journal Open Access Not-for-profit Scope: machine learning

MLSys - Conference on Machine Learning and Systems

conference Open Access Not-for-profit Scope: machine learning

AAAI - AAAI Conference on Artificial Intelligence

conference Organiser: Association for the Advancement of Artificial Intelligence Registration fee: 1140 USD Scope: artificial intelligence

IJCAI - International Joint Conferences on Artificial Intelligence

conference Open Access Not-for-profit Scope: artificial intelligence

UAI - Conference on Uncertainty in Artificial Intelligence

conference Open Access Not-for-profit Organiser: Association for Uncertainty in Artificial Intelligence Registration fee: 600 USD Scope: machine learning

CVPR - Conference on Computer Vision and Pattern Recognition

conference Open Access Not-for-profit Publisher: IEEE Scope: computer vision

ICCV - International Conference on Computer Vision

conference Open Access Not-for-profit Publisher: IEEE Scope: computer vision

WACV - Workshop on Applications of Computer Vision

conference Open Access Not-for-profit Publisher: IEEE Scope: computer vision

ECCV - European Conference on Computer Vision

conference For-profit Publisher: Springer Registration fee: 600 USD Scope: developmental learning

ICDL - IEEE International Conference on Development and Learning

conference Author-version Open Access Not-for-profit Publisher: IEEE Registration fee: 175 USD Scope: computer vision

MICCAI - International Conference on Medical Image Computing and Computer Assisted Intervention

conference Not-for-profit Publisher: The MICCAI Society Scope: medical imaging

ACM FAccT - ACM Conference on Fairness, Accountability, and Transparency

journal Not-for-profit Publisher: ACM Scope: computer science

SIMODS - SIAM Journal on Mathematics of Data Science

journal Author-pays Open Access (2750 USD) Not-for-profit Publisher: Society for Industrial and Applied Mathematics Scope: mathematically-oriented data science

TPAMI - IEEE Transactions on Pattern Analysis and Machine Intelligence

journal Author-pays Open Access (2995 USD) Not-for-profit Publisher: IEEE Scope: computer vision, machine learning

IJCV - International Journal of Computer Vision

journal Author-pays Open Access For-profit Publisher: Springer Scope: computer vision

CVIU - Computer Vision and Image Understanding

journal Author-pays Open Access (2300 USD) For-profit Publisher: Elsevier Scope: computer vision

Information and Inference - Information and Inference: a Journal of the IMA

journal Author-pays Open Access (3634 USD) For-profit Publisher: Oxford University Press Scope: mathematically-oriented data science

SIIMS - SIAM Journal on Imaging Sciences

journal Author-pays Open Access (2750 USD) Not-for-profit Publisher: Society for Industrial and Applied Mathematics Scope: imaging science

FtN in Machine Learning - Foundations and Trends in Machine Learning

journal Author-pays Open Access For-profit Publisher: now publishers Scope: machine learning

IEEE T-MI - IEEE Transactions on Medical Imaging

journal Author-pays Open Access (1750 USD) Not-for-profit Publisher: IEEE Scope: medical imaging