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Learning Robust Support Vector Machine Classifiers With Uncertain Observations
(2015-08-19)
The central theme of the thesis is to study linear and non linear SVM formulations in the presence of uncertain observations. The main contribution of this thesis is to derive robust classfiers from partial knowledge of ...