721 search results - page 6 / 145 » Label Ranking Methods based on the Plackett-Luce Model |
100
click to vote
ICCPOL
2009
Springer
14 years 9 months ago
2009
Springer
Conditional random fields (CRFs) have been quite successful in various machine learning tasks. However, as larger and larger data become acceptable for the current computational ma...
FORTEST
2008
15 years 1 months ago
2008
IR
2010
14 years 10 months ago
2010
Abstract We present a new ranking algorithm that combines the strengths of two previous methods: boosted tree classification, and LambdaRank, which has been shown to be empiricall...
116
click to vote
KDD
2010
ACM
14 years 10 months ago
2010
ACM
Information networks are widely used to characterize the relationships between data items such as text documents. Many important retrieval and mining tasks rely on ranking the dat...
107
click to vote
ICML
2008
IEEE
16 years 13 days ago
2008
IEEE
Learning to rank is becoming an increasingly popular research area in machine learning. The ranking problem aims to induce an ordering or preference relations among a set of insta...