1131 search results - page 157 / 227 » Generalization Improvement in Multi-Objective Learning |
114
Voted
CIKM
2010
Springer
14 years 10 months ago
2010
Springer
We describe efficient techniques for construction of large term co-occurrence graphs, and investigate an application to the discovery of numerous fine-grained (specific) topics. A...
113
Voted
COLT
2010
Springer
14 years 10 months ago
2010
Springer
We analyze the regret, measured in terms of log loss, of the maximum likelihood (ML) sequential prediction strategy. This "follow the leader" strategy also defines one o...
102
Voted
TASLP
2011
14 years 7 months ago
2011
Abstract—A probabilistic kernel approach to pairwise preference learning based on Gaussian processes is applied to predict preference judgments for sound quality degradation mech...
144
Voted
WWW
2011
ACM
14 years 7 months ago
2011
ACM
As context is acknowledged as an important factor that can affect users’ preferences, many researchers have worked on improving the quality of recommender systems by utilizing ...
92
Voted
ATAL
2009
Springer
15 years 7 months ago
2009
Springer
Certain observable features (tags), shared by a group of similar agents, can be used to signal intentions and can be effectively used to infer unobservable properties. Such infere...