Lecture

Classification Problems: Overview and Loss Functions

In course

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Description

This lecture provides a general overview of classification problems, focusing on different loss functions such as hinge and logistic loss. The instructor discusses the concepts of convexity, logistic classification, cross-entropy, and support vector machines.

Instructor

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Official source

https://mediaspace.epfl.ch/media/0_t4uai9tc

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Information engineering

Machine learning: Topics in machine learning

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