Budget efficient online active learning and its applications
Online Active Learning (OAL) has been an important research area in machine learning, which aims to minimize the number of labeled instances and maximize the predictive performance meanwhile. OAL has both the efficiency and effectiveness of online learning and the labeling frugality of active learni...
Saved in:
Main Author: | Hao, Shuji |
---|---|
Other Authors: | Miao Chun Yan |
Format: | Theses and Dissertations |
Language: | English |
Published: |
2017
|
Subjects: | |
Online Access: | http://hdl.handle.net/10356/69462 |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Institution: | Nanyang Technological University |
Language: | English |
Similar Items
-
Second-order online active learning and its applications
by: Hao, Shuji, et al.
Published: (2020) -
Online active learning with expert advice
by: Hao, Shuji, et al.
Published: (2020) -
Second-order online active learning and its applications
by: HAO, Shuji, et al.
Published: (2017) -
Online matching with its applications to ridesharing
by: Wang, Hao
Published: (2022) -
Automatic model learning and its applications in malware detection
by: Hao, Xiao
Published: (2017)