1062 search results - page 66 / 213 » Sublinear Optimization for Machine Learning |
133
Voted
ECIR
2010
Springer
15 years 5 days ago
2010
Springer
Abstract. Machine learning ranking methods are increasingly applied to ranking tasks in information retrieval (IR). However ranking tasks in IR often differ from standard ranking t...
128
Voted
ICML
2009
IEEE
16 years 3 months ago
2009
IEEE
Multi-task learning (MTL) aims to improve generalization performance by learning multiple related tasks simultaneously. In this paper, we consider the problem of learning shared s...
115
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ML
2008
ACM
15 years 2 months ago
2008
ACM
Abstract We present a new margin-based approach to first-order rule learning. The approach addresses many of the prominent challenges in first-order rule learning, such as the comp...
124
Voted
ICMLA
2009
14 years 12 months ago
2009
This article proposes an algorithm to automatically learn useful transformations of data to improve accuracy in supervised classification tasks. These transformations take the for...
121
Voted
ICML
1999
IEEE
16 years 3 months ago
1999
IEEE
Consider the task of exploring the Web in order to find pages of a particular kind or on a particular topic. This task arises in the construction of search engines and Web knowled...