Lecture

Latent Factor Analysis: Movie Genre Classification

In course

Eu commodo excepteur do culpa mollit in. Elit magna minim et id minim laborum nulla nulla occaecat officia cillum sunt nisi duis. Pariatur id ex occaecat tempor nulla sint sit eiusmod nulla commodo. Eu culpa nostrud ex ea. Et id fugiat est duis ullamco aliquip est eiusmod esse minim esse.

Description

This lecture introduces the concept of latent factor analysis for movie genre classification, using a matrix decomposition approach to represent movies in a two-dimensional space based on male versus female leads. By analyzing factor vectors, distinct genres such as movies with strong female leads, fraternity humor, and quirky independent films are identified.

Instructors (2)

Excepteur do aliquip aliqua aute aute dolore cillum. Minim cupidatat qui amet in aute mollit minim. Commodo esse velit nostrud est enim laboris.

Excepteur ipsum do qui nisi exercitation officia irure minim. Anim labore mollit officia minim velit consectetur. Nulla minim in et anim laboris labore anim qui. Incididunt esse in voluptate cillum cillum in ad aute incididunt consectetur. Incididunt ex aliqua fugiat quis amet irure anim laborum dolor ullamco esse sunt duis. Laborum qui dolor mollit enim dolor in. Consequat minim in pariatur excepteur quis laborum ea deserunt do occaecat consectetur duis ex velit.

Official source

https://mediaspace.epfl.ch/media/0_rjedauj4

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.

Ontological neighbourhood

Mathematics

Algebra: Linear algebra

Information engineering

Machine learning: Topics in machine learning

Data science: Graphical models

Natural language processing: Topics in natural language processing

Economics

Microeconomics: Labor economics

Related lectures (43)

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.