Learning Halfspaces With Membership Queries

Active learning is a subfield of machine learning, in which the learning algorithm is allowed to choose the data from which it learns. In some cases, it has been shown that active learning can yield an exponential gain in the number of samples the algorithm needs to see, in order to reach generaliza...

Ausführliche Beschreibung

Bibliographische Detailangaben

1. Verfasser:	Kelner, Ori
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Data Structures and Algorithms Computer Science - Learning Statistics - Machine Learning
Online-Zugang:	Volltext bestellen
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!