🤖 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
A theory of learning from different domains
Machine Learning
The Mythos of Model Interpretability
Queue
The Race between Man and Machine: Implications of Technology for Growth, Factor Shares, and Employment
American Economic Review
Machine learning and deep learning
Electronic Markets
Deep Learning for Computer Vision: A Brief Review
Computational Intelligence and Neuroscience
FaceForensics++: Learning to Detect Manipulated Facial Images
2019 IEEE/CVF International Conference on Computer Vision (ICCV)
Face recognition using Laplacianfaces
IEEE Transactions on Pattern Analysis and Machine Intelligence
An Introduction to Deep Learning for the Physical Layer
IEEE Transactions on Cognitive Communications and Networking
SuperGlue: Learning Feature Matching With Graph Neural Networks
2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
PCA versus LDA
IEEE Transactions on Pattern Analysis and Machine Intelligence
MoleculeNet: a benchmark for molecular machine learning
Chemical Science
Survey on deep learning with class imbalance
Journal of Big Data
Neural Machine Translation of Rare Words with Subword Units
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
Cognitive load theory, learning difficulty, and instructional design
Learning and Instruction
Explainable AI: A Review of Machine Learning Interpretability Methods
Entropy