977 search results - page 72 / 196 » Constructing informative priors using transfer learning |
141
Voted
ML
2007
ACM
15 years 3 months ago
2007
ACM
In many learning problems prior knowledge about pattern variations can be formalized and beneficially incorporated into the analysis system. The corresponding notion of invarianc...
139
click to vote
IPPS
2007
IEEE
15 years 10 months ago
2007
IEEE
Users of distributed systems such as the TeraGrid and Open Science Grid can execute their applications on many different systems. We wish to help such users, or the grid scheduler...
150
click to vote
ICDM
2007
IEEE
15 years 10 months ago
2007
IEEE
Text clustering is most commonly treated as a fully automated task without user supervision. However, we can improve clustering performance using supervision in the form of pairwi...
139
click to vote
CIKM
2005
Springer
15 years 6 months ago
2005
Springer
This paper presents a new pooling method for constructing the assessment sets used in the evaluation of retrieval systems. Our proposal is based on RankBoost, a machine learning v...
115
click to vote
ICALT
2003
IEEE
15 years 9 months ago
2003
IEEE
This position paper discusses different philosophical views of learning and the consequences of these different epistemologies on the design of online learning environments. Acade...