activate learning-Scaling Up Crowd-Sourcing to Very Large Datasets: A Case for Active Learning

Active Learning Notation

本文是介绍论文Scaling Up Crowd-Sourcing to Very Large Datasets A Case for Active Learning中的AL算法。

  Active learning algorithm主要由:1.一个ranker R; 2. selection strategy S;3. budget allocation strategy Γ。
  本文没有介绍第3部分。
activate learning-Scaling Up Crowd-Sourcing to Very Large Datasets: A Case for Active Learning

一:Apfront Activate Learning

activate learning-Scaling Up Crowd-Sourcing to Very Large Datasets: A Case for Active Learning
activate learning-Scaling Up Crowd-Sourcing to Very Large Datasets: A Case for Active Learning

二:iterative Activate Learning

activate learning-Scaling Up Crowd-Sourcing to Very Large Datasets: A Case for Active Learning
activate learning-Scaling Up Crowd-Sourcing to Very Large Datasets: A Case for Active Learning