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ICML
2006
IEEE
16 years 20 days ago
Constructing informative priors using transfer learning
Many applications of supervised learning require good generalization from limited labeled data. In the Bayesian setting, we can try to achieve this goal by using an informative pr...
Rajat Raina, Andrew Y. Ng, Daphne Koller
WWW
2008
ACM
16 years 16 days ago
Keyword extraction for contextual advertisement
As the largest online marketplace, eBay strives to promote its inventory throughout the Web via different types of online advertisement. Contextually relevant links to eBay assets...
Xiaoyuan Wu, Alvaro Bolivar
73
Voted
RECOMB
2006
Springer
16 years 5 days ago
Leveraging Information Across HLA Alleles/Supertypes Improves Epitope Prediction
We present a model for predicting HLA class I restricted CTL epitopes. In contrast to almost all other work in this area, we train a single model on epitopes from all HLA alleles a...
David Heckerman, Carl Myers Kadie, Jennifer Listga...
ICSE
2003
IEEE-ACM
15 years 12 months ago
Cost Estimation for Web Applications
In this paper, we investigate the application of the COBRATM method (Cost Estimation, Benchmarking, and Risk Assessment) in a new application domain, the area of web development. ...
Melanie Ruhe, D. Ross Jeffery, Isabella Wieczorek
ICDM
2009
IEEE
117views Data Mining» more  ICDM 2009»
15 years 6 months ago
Discriminative Mixed-Membership Models
Although mixed-membership models have achieved great success in unsupervised learning, they have not been widely applied to classification problems. In this paper, we propose a f...
Hanhuai Shan, Arindam Banerjee, Nikunj C. Oza