🤖 Machine Learning Papers
Scholarly works matching "machine learning" in Crossref, sorted by the number of times other DOI-registered works cite them. Citation counts come from Crossref and are usually lower than Google Scholar figures.
500 top-cited papers indexed
HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units
IEEE/ACM Transactions on Audio, Speech, and Language Processing
Unsupervised Feature Learning via Non-parametric Instance Discrimination
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition
Selective impairment of learning and blockade of long-term potentiation by an N-methyl-D-aspartate receptor antagonist, AP5
Nature
A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play
Science
Texture features for browsing and retrieval of image data
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Survey of Data Mining and Machine Learning Methods for Cyber Security Intrusion Detection
IEEE Communications Surveys & Tutorials
Unsupervised Cross-lingual Representation Learning at Scale
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
Market Orientation and the Learning Organization
Journal of Marketing
Scientific Machine Learning Through Physics–Informed Neural Networks: Where we are and What’s Next
Journal of Scientific Computing
Grandmaster level in StarCraft II using multi-agent reinforcement learning
Nature
Deep learning and its applications to machine health monitoring
Mechanical Systems and Signal Processing
Classification and mutation prediction from non–small cell lung cancer histopathology images using deep learning
Nature Medicine
An introduction to kernel-based learning algorithms
IEEE Transactions on Neural Networks
A validity measure for fuzzy clustering
IEEE Transactions on Pattern Analysis and Machine Intelligence
Orthogonal least squares learning algorithm for radial basis function networks
IEEE Transactions on Neural Networks