🤖 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
Deep Learning with Differential Privacy
Proceedings of the 2016 ACM SIGSAC Conference on Computer and Communications Security
Controlled and automatic human information processing: II. Perceptual learning, automatic attending and a general theory.
Psychological Review
Deep High-Resolution Representation Learning for Human Pose Estimation
2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
Ensemble Methods in Machine Learning
Lecture Notes in Computer Science
Shape matching and object recognition using shape contexts
IEEE Transactions on Pattern Analysis and Machine Intelligence
Machine Learning: Algorithms, Real-World Applications and Research Directions
SN Computer Science
Extreme Learning Machine for Regression and Multiclass Classification
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics)
Deep learning and process understanding for data-driven Earth system science
Nature
A guide to deep learning in healthcare
Nature Medicine
Guided Image Filtering
IEEE Transactions on Pattern Analysis and Machine Intelligence
3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation
Lecture Notes in Computer Science
Deliberate Learning and the Evolution of Dynamic Capabilities
Organization Science
Deep learning in agriculture: A survey
Computers and Electronics in Agriculture
Motivational and self-regulated learning components of classroom academic performance.
Journal of Educational Psychology
Learning to Forget: Continual Prediction with LSTM
Neural Computation