2 ms·
Not related to the content of the paper (for reasons outlined below) but what is this ? > Polyhedral geometry can be used to shed light on the behaviour of pie
by bilekas 2y ago
Not related to the content of the paper (for reasons outlined below) but what is this ?
> Polyhedral geometry can be used to shed light on the behaviour of piecewise linear neural networks, such as ReLU-based architectures. Counterfactual explanations are a popular class of methods for examining model behaviour by comparing a query to the closest point with a different label, subject to constraints.
I swear my brain is degrading daily or every new "paper" that comes out is trying to find a way to be as obtuse as possible.
I could swear "Counterfactual Explanations" is an oxymoron.
> Minimality Guarantees and Targeting Desiderata
Really ?
I didn't think it would be J.P. Morgan Chase that would break my ability to follow a sentence today.
- afiori 2y ago> I could swear "Counterfactual Explanations" is an oxymoron. I suspect that by Counterfactual Explanation they mean something like "property A must be X otherwise constraint B is broken".