Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Jump to bottom

Factorization Machines, Steffen Rendle, ICDM'10 #281

Open
AkihikoWatanabe opened this issue Dec 22, 2018 · 3 comments
Open

Factorization Machines, Steffen Rendle, ICDM'10 #281

AkihikoWatanabe opened this issue Dec 22, 2018 · 3 comments
Labels
FactorizationMachines MachineLearning RecommenderSystems

Comments

@AkihikoWatanabe
Copy link
Owner

https://www.csie.ntu.edu.tw/~b97053/paper/Rendle2010FM.pdf
@AkihikoWatanabe
Copy link
Owner Author

解説ブログ：http://echizen-tm.hatenablog.com/entry/2016/09/11/024828
DeepFMに関する動向：https://data.gunosy.io/entry/deep-factorization-machines-2018

@AkihikoWatanabe
Copy link
Owner Author

image

非常に完結でわかりやすい説明

@AkihikoWatanabe
Copy link
Owner Author

AkihikoWatanabe commented Dec 22, 2018 •
edited

image

FMのFeature VectorのExample
各featureごとにlatent vectorが学習され、featureの組み合わせのweightが内積によって表現される

image

Matrix Factorizationの一般形のような形式

This was referenced May 25, 2021
Open
Open
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Assignees
No one assigned
Labels
FactorizationMachines MachineLearning RecommenderSystems
Projects
None yet
Milestone
No milestone
Development

No branches or pull requests
1 participant
@AkihikoWatanabe