2683 search results - page 319 / 537 » Machine learning problems from optimization perspective |
115
click to vote
PAM
2005
Springer
15 years 8 months ago
2005
Springer
A number of key areas in IP network engineering, management and surveillance greatly benefit from the ability to dynamically identify traffic flows according to the applications re...
150
click to vote
ACML
2009
Springer
15 years 9 months ago
2009
Springer
Abstract: Our main contribution is to propose a novel model selection methodology, expectation minimization of information criterion (EMIC). EMIC makes a significant impact on the...
137
click to vote
ESANN
2001
15 years 4 months ago
2001
This paper describes a method of supervised learning based on forward selection branching. This method improves fault tolerance by means of combining information related to general...
142
Voted
WSDM
2012
ACM
13 years 10 months ago
2012
ACM
This paper presents a novel opinion mining research problem, which is called Contrastive Opinion Modeling (COM). Given any query topic and a set of text collections from multiple ...
137
click to vote
JMLR
2012
13 years 5 months ago
2012
We study the problem of learning a group of principal tasks using a group of auxiliary tasks, unrelated to the principal ones. In many applications, joint learning of unrelated ta...