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CSC 2515 2008 Lecture 10 Support Vector Machines

CSC 2515 2008 Lecture 10 Support Vector Machines. Geoffrey Hinton. Getting good generalization on big datasets. If we have a big data set that needs a complicated model, the full Bayesian framework is very computationally expensive.

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Other Network Models

Other Network Models. Deterministic weight updates. Until now, weight updates have been deterministic. State = current weight values & unit activations But a probabilistic distribution can be used to determine whether or not a unit should change to the new calculated state.

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422 views • 34 slides

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Poor generalization - PowerPoint PPT Presentation

CSC 2515 2008 Lecture 10 Support Vector Machines

Other Network Models