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Can Boosting with SVM as Week Learners Help?
Object recognition in images involves identifying objects with partial occlusions, viewpoint changes, varying illumination, cluttered backgrounds.
Thesis: Multiple Kernel Learning for Object Categorization
Multiple Kernel Learning (MKL) framework has been developed for learning an optimal combination of descriptors for object categorization.
Modeling Attractiveness and Multiple Clicks in Sponsored Search Results
Our model seamlessly incorporates the effect of externalities (quality of other search results displayed in response to a user query), user fatigue, as well as pre and post-click relevance of a sponsored search result.
Controlled Sparsity Kernel Learning
The CSKL formulation introduces a parameter t which directly corresponds to the number of kernels selected.
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