Learning with Intelligent Teacher
| Autor: | Vladimir Vapnik, Rauf Izmailov |
|---|---|
| Rok vydání: | 2016 |
| Předmět: | |
| Zdroj: | Lecture Notes in Computer Science ISBN: 9783319333946 COPA |
| DOI: | 10.1007/978-3-319-33395-3_1 |
| Popis: | The paper considers several topics on learning with privileged information: 1 general machine learning models, where privileged information is positioned as the main mechanism to improve their convergence properties, 2 existing and novel approaches to leverage that privileged information, 3 algorithmic realization of one of these namely, knowledge transfer approaches, and its performance characteristics, illustrated on simple synthetic examples. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
|