Towards Structured Output Prediction of Enzyme Function

coauthor: Juho Rousu, University of Helsinki

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*Slides*
0:00	Towards Stuctured Prediction of Enzyme
0:58	Predicting Enzyme Function
3:32	Structured Output Prediction of Enzyme Function
3:48	Predicting Enzyme Function
4:04	Structured Output Prediction of Enzyme Function
6:28	Max-Margin Regression - MMR
8:57	Input Feature Maps
10:45	GTG Features
13:27	Output Feature Map: EC-Hierarchy
15:18	Good News First
17:10	However
18:39	Nearest Neighbor Does Very Well, Too
19:27	So What Is Going On Here?
21:45	Experiments: Gold Standard Dataset
23:35	Towards More Fine-Grained Function Representations
24:30	Reaction Kernels
26:18	- Questions

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