Machine Learning Publications

Publications in Machine Learning

Explore the most influential research papers and scholarly works that have shaped Machine Learning. Use the concept filter below to focus on a specific sub-area of research.

Machine Learning

372.7K

Publications

28.4M

Citations

Showing yearly statistics from 2000-2026.

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	Year	Citations
Deep Residual Learning for Image Recognition Kaiming He, Xiangyu Zhang, Shaoqing Ren, Image ClassificationDeep Neural NetworksMachine VisionImage AnalysisMachine Learning	2016	214.9K
Generalized Gradient Approximation Made Simple John P. Perdew, Kieron Burke, Matthias Ernzerhof Physical Review Letters Numerical AnalysisEngineeringMachine LearningVariational AnalysisSimple Gga	1996	203.9K
Adam: A Method for Stochastic Optimization Diederik P. Kingma, Jimmy Ba UvA-DARE (University of Amsterdam) Artificial IntelligenceMathematical ProgrammingModel OptimizationMachine VisionMachine Learning	2014	84.5K
ImageNet classification with deep convolutional neural networks Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton Communications of the ACM Convolutional Neural NetworkEngineeringMachine LearningNeural NetworkImagenet Classification	2017	75.5K
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan, Andrew Zisserman arXiv (Cornell University) Geometric LearningConvolutional Neural NetworkEngineeringMachine LearningConvolutional Network Depth	2014	75.4K
ImageNet: A large-scale hierarchical image database Jia Deng, Wei Dong, Richard Socher, 2009 IEEE Conference on Computer Vision and Pattern Recognition EngineeringMachine LearningImage RetrievalImage DatabaseImage Recognition (Computer Vision)	2009	60.2K
Gradient-based learning applied to document recognition Yann LeCun, Léon Bottou, Yoshua Bengio, Proceedings of the IEEE EngineeringMachine LearningMultilayer Neural NetworksImage AnalysisData Science	1998	56.5K
Going deeper with convolutions Christian Szegedy, Wei Liu, Yangqing Jia, Image ClassificationDeep Neural NetworksImage AnalysisMachine LearningData Science	2015	46.2K
XGBoost Cluster ComputingEngineeringMachine LearningMachine Learning ToolInformation Retrieval	2016	44.2K
Densely Connected Convolutional Networks Gao Huang, Zhuang Liu, Laurens van der Maaten, Geometric LearningConvolutional Neural NetworkEngineeringMachine LearningDense Convolutional Network	2017	43.3K
LIBSVM Chih-Chung Chang, Chih‐Jen Lin ACM Transactions on Intelligent Systems and Technology Data ClassificationSupport Vector MachineClassification MethodImage AnalysisMachine Vision	2011	41.1K
Applied logistic regression Choice Reviews Online Quantitative MethodsEngineeringMachine LearningLogistic Regression ModelsPredictive Analytics	1990	35.6K

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