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ESANN
2007
15 years 6 months ago
Deploying SDP for machine learning
We discuss the use in machine learning of a general type of convex optimisation problem known as semi-definite programming (SDP) [1]. We intend to argue that SDP’s arise quite n...
Tijl De Bie
ICML
2008
IEEE
16 years 5 months ago
Learning to classify with missing and corrupted features
After a classifier is trained using a machine learning algorithm and put to use in a real world system, it often faces noise which did not appear in the training data. Particularl...
Ofer Dekel, Ohad Shamir
ECTEL
2007
Springer
15 years 11 months ago
Supporting Incremental Formalization in Collaborative Learning Environments
Nikos I. Karacapilidis, Manolis Tzagarakis