从数据中学习主动学习

Mar, 2017

Learning Active Learning from Real and Synthetic Data

Ksenia Konyushkova, Raphael Sznitman, Pascal Fua

TL;DR本文提出了一种新的基于数据驱动的主动学习方法，该方法将问题选择过程描述为回归问题以学习基于以前经验的策略，具有广泛的适用性。

Abstract

In this paper, we suggest a novel data-driven approach to active learning: Learning active learning (LAL). The key idea behind LAL is to t