Essays about: "Learning Using Privileged Information"

Found 1 essay containing the words Learning Using Privileged Information.

1. 1. A Cross-Validation Approach to Knowledge Transfer for SVM Models in the Learning Using Privileged Information Paradigm

   University essay from Uppsala universitet/Statistiska institutionen

   Author : Fabian Söderdahl; [2019]
   Keywords : Support Vector Machines; Learning Using Privileged Information; Knowledge Transfer; Robust Knowledge Transfer;

   Abstract : The learning using privileged information paradigm has allowed support vector machine models to incorporate privileged information, variables available in the training set but not in the test set, to improve predictive ability. The consequent introduction of the knowledge transfer method has enabled a practical application of support vector machine models utilizing privileged information. READ MORE