Advanced lectures on machine learning : machine learning summer school 2002, Canberra, Australia, February 11 22, 2002 : revised lectures
Machine Learning has become a key enabling technology for many engineering applications and theoretical problems alike. To further discussions and to dis- minate new results, a Summer School was held on February 11 22, 2002 at the Australian National University. The current book contains a collectio...
Gardado en:
| Autor Corporativo: | |
|---|---|
| Outros autores: | , |
| Formato: | Livre numérique |
| Idioma: | Anglais |
| Publicado: |
Berlin [etc.] :
Springer
[20..].
Cham : Springer Nature |
| Series: | Lecture notes in computer science. Lecture notes in artificial intelligence
2600 |
| Sujets: | |
| Acceso en liña: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Nota: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Advanced lectures on machine learning, machine learning summer school 2002, Canberra, Australia, February 11-22, 2002, revised lectures, Shahar Mendelson, Alexander J. Smola (eds.), Berlin, Springer, 2003, 1 vol. (257 p.), Lecture notes in computer science, 3-540-00529-3 • Advanced Lectures on Machine Learning, Texte imprimé, 9783662180853 |
Table des matières:
- A Few Notes on Statistical Learning Theory
- A Short Introduction to Learning with Kernels
- Bayesian Kernel Methods
- An Introduction to Boosting and Leveraging
- An Introduction to Reinforcement Learning Theory: Value Function Methods
- Learning Comprehensible Theories from Structured Data
- Algorithms for Association Rules
- Online Learning of Linear Classifiers.