Academic Journal
Semi-Supervised Learning
| العنوان: | Semi-Supervised Learning |
|---|---|
| المؤلفون: | Salman Avestimehr, In Collaboration Aamir Anis, Aly El Gamal, Antonio Ortega |
| المساهمون: | The Pennsylvania State University CiteSeerX Archives |
| المصدر: | http://www-bcf.usc.edu/%7Eavestime/papers/Avestimehr-ITA-2015.pdf. |
| المجموعة: | CiteSeerX |
| Time: | 1 |
| الوصف: | • n sampled points from feature space Rd according to p(x) • l sampled points are labelled (expert feedback), ln typically small • Labels determine class membership Goal: Find smooth classification boundary Semi-Supervised Learning • sample points from feature space (Rd) according to p(x) • The samples belong to two (or more) classes • sampled points are labeled (expert feedback) • Labels determine class membership • Typically is small • Objective: use both geometry of sample points and labels knowledge to con truct a classifier for the rest of data |
| نوع الوثيقة: | text |
| وصف الملف: | application/pdf |
| اللغة: | English |
| Relation: | http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.676.2143; http://www-bcf.usc.edu/%7Eavestime/papers/Avestimehr-ITA-2015.pdf |
| الاتاحة: | http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.676.2143 http://www-bcf.usc.edu/%7Eavestime/papers/Avestimehr-ITA-2015.pdf |
| Rights: | Metadata may be used without restrictions as long as the oai identifier remains attached to it. |
| رقم الانضمام: | edsbas.2C7B0AF0 |
| قاعدة البيانات: | BASE |
| الوصف غير متاح. |