NeurIPS - Conference on Neural Information Processing Systems
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.
ICML - International Conference on Machine Learning
ICLR - International Conference on Learning Representations
Machine Learning: Science and Technology - Machine Learning: Science and Technology
AISTATS - International Conference on Artificial Intelligence and Statistics
COLT - Conference on Learning Theory
JMLR - Journal of Machine Learning Research
JAIR - Journal of Artificial Intelligence Research
Distill - Distill
MLSys - Conference on Machine Learning and Systems
AAAI - AAAI Conference on Artificial Intelligence
IJCAI - International Joint Conferences on Artificial Intelligence
UAI - Conference on Uncertainty in Artificial Intelligence
CVPR - Conference on Computer Vision and Pattern Recognition
ICCV - International Conference on Computer Vision
WACV - Workshop on Applications of Computer Vision
ECCV - European Conference on Computer Vision
ICDL - IEEE International Conference on Development and Learning
MICCAI - International Conference on Medical Image Computing and Computer Assisted Intervention
ACM FAccT - ACM Conference on Fairness, Accountability, and Transparency
SIMODS - SIAM Journal on Mathematics of Data Science
TPAMI - IEEE Transactions on Pattern Analysis and Machine Intelligence
IJCV - International Journal of Computer Vision
CVIU - Computer Vision and Image Understanding
Information and Inference - Information and Inference: a Journal of the IMA
SIIMS - SIAM Journal on Imaging Sciences
FtN in Machine Learning - Foundations and Trends in Machine Learning
IEEE T-MI - IEEE Transactions on Medical Imaging