2001-01-01Milestone
The Rise of Statistical Machine Learning
Support Vector Machines and other statistical methods dominate AI research. The focus shifts from hand-crafted rules to learning from data. Kernel methods, random forests, and boosting become the workhorses of practical AI applications.
References
- A Training Algorithm for Optimal Margin Classifiers
Bernhard E. Boser, Isabelle M. Guyon, Vladimir N. Vapnik
COLT1992