Skip navigation
Skip navigation
Open Research will be down for maintenance between 8:00 and 8:15 am on Tuesday, December 1 2020.

On universal transfer learning

Mahmud, Hassan


In transfer learning the aim is to solve new learning tasks using fewer examples by using information gained from solving related tasks. Existing transfer learning methods have been used successfully in practice and PAC analysis of these methods have been developed. But the key notion of relatedness between tasks has not yet been defined clearly, which makes it difficult to understand, let alone answer, questions that naturally arise in the context of transfer, such as, how much information to...[Show more]

CollectionsANU Research Publications
Date published: 2009
Type: Journal article
Source: Theoretical Computer Science
DOI: 10.1016/j.tcs.2009.01.013


File Description SizeFormat Image
01_Mahmud_On_universal_transfer__2009.pdf492.76 kBAdobe PDF    Request a copy

Items in Open Research are protected by copyright, with all rights reserved, unless otherwise indicated.

Updated:  19 May 2020/ Responsible Officer:  University Librarian/ Page Contact:  Library Systems & Web Coordinator