How Should I Cite the AutoML Model for Tabular Data?

[gongsil]

Hello Community,

I've been utilizing Google AutoML's Tabular-form dataset classifier for my study and am trying to find an official citation for the model or method. I've come across papers that cite Google's AI blog (Lu, Y. An end-to-end AutoML solution for tabular data at KaggleDays. Google AI Blog, 2019. URL: ( http://ai.googleblog.com/2019/05/an-end-to-end-automl-solution-for.html ) or the website URL ( https://cloud.google.com/vertex-ai/docs/training-overview#tabular ), but I'm uncertain as to which is the correct approach. It would be much appreciated if anyone could provide insight on this matter.

Thank you!

[lsolatorio]

Hi @gongsil 

It is recommended to follow the instructions provided in the official help guides/ documentations of Google Cloud. Although published blogs such as the one you have provided are acknowledged by the community, Google Cloud continuously innovates and improves their system/ API followed by updated resource documents.

Here are some useful resources that you can check on:
- Best practices for tabular AutoML models
- Hello tabular data: Create a dataset and train an AutoML classification model
- Train a model with End-to-End AutoML

I hope these will help.