Batch Mode Active Learning and its Applications to Medical Image Classification

The goal of active learning is to select the most informative examples for manual labeling. Most of the previous studies in active learning have focused on selecting a single unlabeled example in each iteration. This could be inefficient since the classification model has to be retrained for every l...

Full description

Saved in:
Bibliographic Details
Main Authors: HOI, Steven C. H., JIN, Rong, ZHU, Jianke, LYU, Michael R.
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2006
Subjects:
Online Access:https://ink.library.smu.edu.sg/sis_research/2389
https://ink.library.smu.edu.sg/context/sis_research/article/3389/viewcontent/ICML06_BMAL_CR.pdf
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Singapore Management University
Language: English
Be the first to leave a comment!
You must be logged in first