3395 search results - page 148 / 679 » Learning to efficiently rank |
143
Voted
EMNLP
2010
15 years 1 months ago
2010
We describe a new scalable algorithm for semi-supervised training of conditional random fields (CRF) and its application to partof-speech (POS) tagging. The algorithm uses a simil...
119
Voted
PKDD
2010
Springer
15 years 1 months ago
2010
Springer
We consider the problem of numerical stability and model density growth when training a sparse linear model from massive data. We focus on scalable algorithms that optimize certain...
146
Voted
ICCV
2011
IEEE
14 years 3 months ago
2011
IEEE
Human-nameable visual “attributes” can benefit various recognition tasks. However, existing techniques restrict these properties to categorical labels (for example, a person ...
129
Voted
SIGIR
2004
ACM
15 years 9 months ago
2004
ACM
This paper proposes a novel, unified, and systematic approach to combine collaborative and content-based filtering for ranking and user preference prediction. The framework inco...
129
Voted
ICDM
2005
IEEE
15 years 9 months ago
2005
IEEE
The preference model introduced in this paper gives a natural framework and a principled solution for a broad class of supervised learning problems with structured predictions, su...