Academic Journal
Learning over compact metric spaces
| العنوان: | Learning over compact metric spaces |
|---|---|
| المؤلفون: | Ha Quang Minh, Thomas Hofmann |
| المساهمون: | The Pennsylvania State University CiteSeerX Archives |
| المصدر: | http://people.cs.uchicago.edu/~minh/compactmetric.pdf. |
| سنة النشر: | 2004 |
| المجموعة: | CiteSeerX |
| الوصف: | We consider the problem of learning on a compact metric space X in a functional analytic framework. For a dense subalgebra of Lip(X), the space of all Lipschitz functions on X, the Representer Theorem is derived. We obtain exact solutions in the case of least square minimization and regularization and suggest an approximate solution for the Lipschitz classifier. 1 |
| نوع الوثيقة: | text |
| وصف الملف: | application/pdf |
| اللغة: | English |
| Relation: | http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.91.1670; http://people.cs.uchicago.edu/~minh/compactmetric.pdf |
| الاتاحة: | http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.91.1670 http://people.cs.uchicago.edu/~minh/compactmetric.pdf |
| Rights: | Metadata may be used without restrictions as long as the oai identifier remains attached to it. |
| رقم الانضمام: | edsbas.833BC896 |
| قاعدة البيانات: | BASE |
| الوصف غير متاح. |