Structured Prediction

CS 6355, Spring 2021

Review: Supervised Learning

In this lecture, we will see a quick review of supervised learning. In particular, we will see how binary classifiers work and how they can be trained within the loss minimization framework. We will also go over support vector machines and logistic regression from this perspective.

Lecture slides and Readings

Further reading

Convex optimization resources