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Lecture
SVM Hyperparameters
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Related lectures (32)
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Kernel Methods: Nonlinear Separation Surfaces
Explores kernel methods for nonlinear separation surfaces using polynomial and Gaussian kernels in Perceptron and SVM algorithms.
Do ImageNet Classifiers Generalize?
Examines the generalization of ImageNet classifiers, safety-critical applications, overfitting, and the reliability of machine learning models.