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Kernels for Protein Structure Prediction
Published on Jan 18, 20132997 Views
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Chapter list
Kernel Space Embedded Graphical Models of Protein Structures00:00
Application Background00:19
Graphical Models of Protein Conformation02:07
Reproducing Kernel Hilbert Space Embedded Graphical Models04:30
Structure Learning for RKHS Embedded Graphical Models05:36
Experiments06:33
Visual Depiction of Two Subsampled Datasets07:46
Results for Structure Learning and Nonparametric Inference08:11
Results: Neighborhood Selection vs. Nonparametric Tree Learning09:45
Conclusions and Future Work10:44