Stolen shamelessly from MarcJBrooker's post of Lamport's "state the problem" memo over on Twitter, but worth discussing nonetheless.

So many applied ML papers follow the local publication styles - with good reason - but fail to explain the explicit limitations and settings of their models.

We want applied ML papers to be accessible to non-ml domain experts, but at what point do we omit too much?

https://lamport.azurewebsites.net/pubs/state-the-problem.pdf

#AppliedML #ScientificPublishing #TransparentML