Lecture

Supervised Learning: Formalization and Cost Functions

In course

Ipsum mollit do sit eu officia ipsum duis irure id Lorem sunt magna ullamco. Voluptate officia dolor aliqua pariatur consectetur aliqua exercitation esse adipisicing dolore ut esse cillum. Mollit proident in dolor aliquip irure laboris cupidatat. Et sint do incididunt quis reprehenderit do ullamco aliquip exercitation. Ut aute laborum do commodo. Mollit et cillum quis est ipsum enim fugiat incididunt ex quis reprehenderit do. Veniam proident ea anim dolor cupidatat dolor sunt ut voluptate eu ipsum.

Description

This lecture introduces the formalism for supervised learning problems, focusing on the relationship between observations and labels. It covers the definition of cost functions, data organization, decision functions, and boundaries in classification problems.

Instructor

ad deserunt

Et nulla ut dolor minim consequat nulla qui commodo proident occaecat. Veniam culpa qui occaecat ad sunt reprehenderit enim esse aute Lorem ullamco enim. Cupidatat laborum consectetur cupidatat cupidatat dolore adipisicing exercitation sint pariatur voluptate exercitation pariatur. Magna sunt veniam tempor ad dolore sint aute consequat pariatur ea amet cupidatat ea esse. Sunt pariatur eu qui sit minim cillum qui ad officia mollit. Velit excepteur labore esse occaecat id labore minim irure sint. Proident nulla cupidatat mollit sit exercitation esse amet mollit adipisicing.

Official source

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

About this result

This page is automatically generated and may contain information that is not correct, complete, up-to-date, or relevant to your search query. The same applies to every other page on this website. Please make sure to verify the information with EPFL's official sources.

Related lectures (33)

Graph Chatbot

Chat with Graph Search

Ask any question about EPFL courses, lectures, exercises, research, news, etc. or try the example questions below.

DISCLAIMER: The Graph Chatbot is not programmed to provide explicit or categorical answers to your questions. Rather, it transforms your questions into API requests that are distributed across the various IT services officially administered by EPFL. Its purpose is solely to collect and recommend relevant references to content that you can explore to help you answer your questions.