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What is Discriminant Functions in Deep Learning about?

The document outlines lectures on Discriminant Functions and Decision Surfaces in a Deep Learning course at IIT Kharagpur, focusing on concepts such as Bayes classifiers, decision boundaries, and multivariate normal distributions. It includes mathematical formulations and examples to illustrate how discriminant functions are derived and applied in various cases of covariance matrices. The lectures are presented by Prof. P. K. Biswas and cover multiple aspects of decision surfaces across three sessions.

Author

Fionna Immaculate

Language

EN