Title :
The Mathematics of Learning: Dealing With Data
Author :
Poggio, Tomaso ; Smale, Steve
Author_Institution :
Artificial Intelligence Lab., MIT, Cambridge, MA
Abstract :
Learning is key to developing systems tailored to a broad range of data analysis and information extraction tasks. We outline the mathematical foundations of learning theory and describe a key algorithm of it
Keywords :
data analysis; learning (artificial intelligence); data analysis; information extraction tasks; learning theory; mathematics of learning; Biological neural networks; Data analysis; Data mining; Intelligent networks; Mathematics; Medals; Pattern recognition; Societies; Spatiotemporal phenomena; USA Councils;
Conference_Titel :
Neural Networks and Brain, 2005. ICNN&B '05. International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-9422-4
DOI :
10.1109/ICNNB.2005.1614860
