Output details
11 - Computer Science and Informatics
University of Strathclyde
Article title
A multitask learning model for online pattern recognition
Type
D - Journal article
Title of journal
IEEE Transactions on Neural Networks
Article number
-
Volume number
20
Issue number
3
First page of article
430
ISSN of journal
1045-9227
Year of publication
2009
URL
-
Number of additional authors
2
Additional information
<17>This was the first work to look at the more realistic scenario when the learner is not explicitly told for which task the training examples are presented. The study presented empirical evidence of mutual benefits between multiple tasks. It has been identified by the follow up work as agenda-setting and defining the concept of multitask learning (e.g., Fan, 2011); and the main advance of this work, applicability of online learning mechanism to multitask learning, has been extensively studied by other researchers (e.g. Ng & Lam, 2012).
Interdisciplinary
-
Cross-referral requested
-
Research group
B - Information Systems
Citation count
27
Proposed double-weighted
No
Double-weighted statement
-
Reserve for a double-weighted output
No
Non-English
No
English abstract
-
