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Exponential Families in Feature Space - Part 6
Published on 2007-02-254040 Views
In this introductory course we will discuss how log linear models can be extended to feature space. These log linear models have been studied by statisticians for a long time under the name of exponen
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Presentation
Gaussian Processes00:02
Our Model and GP04:17
Representer Theorem13:22
GP and Missing Variables14:46
Conjugate Priors15:03
Novelty Detection15:05
Optimization Problems25:18
Odds Ratio31:32
Multiclass SVM33:17
Multiclass SVM - II41:34
Optimal Separating Hyperplane42:17
Introducing Slack45:44
Dual Problem47:46
Another Formulation48:16
A Laundry List48:21
Odds Ratio and Missing Vars48:27
Constrained CCCP50:47