Statistical Learning Publications

Publications in Statistical Learning

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

Statistical Learning

451

Publications

85.6K

Citations

Showing yearly statistics from 2000-2026.

Page 1

	Year	Citations
Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers Stephen Boyd Foundations and Trends® in Machine Learning Statistical LearningEngineeringMachine LearningContinuous OptimizationConvex Optimization	2010	15.6K
The Elements of Statistical Learning: Data Mining, Inference, and Prediction Zigang Lu Journal of the Royal Statistical Society Series A (Statistics in Society) Data ClassificationStatistical LearningEngineeringData ScienceData Mining	2010	12.8K
Statistical Learning by 8-Month-Old Infants Jenny R. Saffran, Richard Ν. Aslin, Elissa L. Newport Science Statistical LearningMachine LearningLanguage DevelopmentAtypical Language DevelopmentPsycholinguistics	1996	5.6K
The Nature of Statistical Learning Theory Stephan R. Sain, Vladimir Vapnik Technometrics Data ClassificationStatistical LearningEngineeringData MiningPattern Recognition	1996	4.1K
A few useful things to know about machine learning Pedro Domingos Communications of the ACM Artificial IntelligenceStatistical LearningEngineeringMachine LearningMachine Learning Tool	2012	3.1K
The Nature of Statistical Learning Vladimir Vapnik Medical Entomology and Zoology Statistical LearningEngineeringComputational Learning TheoryData MiningStatistical Inference	1995	2.3K
Machine Learning: An Applied Econometric Approach Sendhil Mullainathan, Jann Spiess The Journal of Economic Perspectives Artificial IntelligenceStatistical LearningEngineeringMachine LearningApplied Economics	2017	1.8K
An introduction to statistical learning with applications in R Fariha Sohil, Muhammad Umair Sohali, Javid Shabbir Statistical Theory and Related Fields Artificial IntelligenceStatistical LearningTwenty-first CenturyMachine LearningEngineering	2021	1.6K
The Lack of A Priori Distinctions Between Learning Algorithms David H. Wolpert Neural Computation Artificial IntelligenceStatistical LearningEngineeringMachine LearningAlgorithmic Learning	1996	1.6K
Accessorize to a Crime Mahmood Sharif, Sruti Bhagavatula, Lujo Bauer, Artificial IntelligenceStatistical LearningEngineeringMachine LearningMachine Learning Tool	2016	1.5K
Statistics versus machine learning Danilo Bzdok, Naomi Altman, Martin Krzywinski Nature Methods Statistical LearningEngineeringMachine LearningStatistical ThinkingData Mining	2018	1.4K
The Nature of Statistical Learning Theory Stephan R. Sain Technometrics Data ClassificationStatistical LearningEngineeringData MiningPattern Recognition	1996	1.4K

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