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Support Vector Machines

Pascal Poupart via YouTube

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This lecture develops support vector machines from margin classifiers and linear separators through distance measurement, equivalent optimization, and the Lagrangian dual representation.

Syllabus

Introduction
What are support vector machines
Margin classifiers
Linear separators
Measuring distances
Equivalent optimization
Support vector machines
Dual representation
Lagrangian
Inner minimization
Summary
Classification

Taught by

Pascal Poupart

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