Statistical Learning in High Dimension: Models and Practical Applications
Joong-Ho Won, Korea University
In order to prepare the audience for the subsequent presentations by Professor Yondai Kim and Professor Deva Ramanan, I will briefly review review regularization methods for high-dimensional regression problems and statistical models encoding three-dimensional geometry used for computer vision applications. These two methods are common in the sense that they utilize prior information to regularize ill-po
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