Title :
The Mathematics of Learning: Dealing with Data
Author :
Poggio, Tomaso ; Smale, Steve
Author_Institution :
CBCL, McGovern Institute, Artificial Intelligence Lab, BCS, MIT
Abstract :
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 :
Artificial intelligence; Cancer; Data mining; Genetics; Humans; Information analysis; Learning systems; Mathematics; Roads; Supervised learning;
Conference_Titel :
Neural Networks and Brain, 2005. ICNN&B '05. International Conference on
Print_ISBN :
0-7803-9422-4
DOI :
10.1109/ICNNB.2005.1614546
