Learning the Truth From Only One Side of the Story

Learning under one-sided feedback (i.e., where we only observe the labels for examples we predicted positively on) is a fundamental problem in machine learning -- applications include lending and recommendation systems. Despite this, there has been surprisingly little progress made in ways to mitiga...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Jiang, Heinrich, Jiang, Qijia, Pacchiano, Aldo
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Learning Statistics - Machine Learning
Online-Zugang:	Volltext bestellen
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!