What are the best conferences and journals about machine learning?

Conferences:

NeurIPS (Conference on Neural Information Processing Systems): NeurIPS is one of the largest and most prestigious machine learning conferences. It covers a wide range of topics in neural networks and deep learning.
ICML (International Conference on Machine Learning): ICML is a leading machine learning conference that features research from both academia and industry. It covers various aspects of machine learning and its applications.
CVPR (Conference on Computer Vision and Pattern Recognition): While primarily focused on computer vision, CVPR includes significant machine learning components and is an essential conference for researchers in these areas.
ACL (Association for Computational Linguistics): ACL focuses on natural language processing (NLP) and computational linguistics, areas that heavily intersect with machine learning.
KDD (Knowledge Discovery and Data Mining): KDD is a conference that emphasizes data mining and knowledge discovery, including machine learning techniques for data analysis.
AISTATS (International Conference on Artificial Intelligence and Statistics): AISTATS is dedicated to statistical approaches in artificial intelligence and machine learning.
UAI (Conference on Uncertainty in Artificial Intelligence): UAI is focused on research at the intersection of machine learning and probabilistic reasoning.
Journals:

Journal of Machine Learning Research (JMLR): JMLR is an open-access journal that publishes high-quality research papers in machine learning.
Machine Learning Journal: This journal covers a wide range of machine learning topics and is a respected publication in the field.
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI): PAMI focuses on the areas of computer vision, image processing, and machine learning.
Journal of Artificial Intelligence Research (JAIR): JAIR publishes a broad range of research in artificial intelligence, including machine learning.
Neural Networks: This journal is dedicated to neural network research and includes topics related to deep learning and artificial neural networks.
Pattern Recognition Letters: A journal that covers pattern recognition and machine learning, with applications in various fields.
Nature Machine Intelligence: This journal focuses on AI and machine learning research and covers a wide range of interdisciplinary topics.