🤖 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
The MNIST Database of Handwritten Digit Images for Machine Learning Research [Best of the Web]
IEEE Signal Processing Magazine
The relationship between Precision-Recall and ROC curves
Proceedings of the 23rd international conference on Machine learning - ICML '06
Object Detection With Deep Learning: A Review
IEEE Transactions on Neural Networks and Learning Systems
Machine learning for molecular and materials science
Nature
Contour Detection and Hierarchical Image Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Survey of Convolutional Neural Networks: Analysis, Applications, and Prospects
IEEE Transactions on Neural Networks and Learning Systems
Statistical pattern recognition: a review
IEEE Transactions on Pattern Analysis and Machine Intelligence
Deep Reinforcement Learning with Double Q-Learning
Proceedings of the AAAI Conference on Artificial Intelligence
Effective Approaches to Attention-based Neural Machine Translation
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing
Teaching–learning-based optimization: A novel method for constrained mechanical design optimization problems
Computer-Aided Design
Face Description with Local Binary Patterns: Application to Face Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Watersheds in digital spaces: an efficient algorithm based on immersion simulations
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Survey on Bias and Fairness in Machine Learning
ACM Computing Surveys
Policy Paradigms, Social Learning, and the State: The Case of Economic Policymaking in Britain
Comparative Politics
On the Properties of Neural Machine Translation: Encoder–Decoder Approaches
Proceedings of SSST-8, Eighth Workshop on Syntax, Semantics and Structure in Statistical Translation