1 code implementation • 2 Nov 2021 • Nicholas Hoernle, Rafael Michael Karampatsis, Vaishak Belle, Kobi Gal
In contrast, our approach, called MultiplexNet, represents domain knowledge as a logical formula in disjunctive normal form (DNF) which is easy to encode and to elicit from human experts.
2 code implementations • 14 Feb 2020 • Nicholas Hoernle, Gregory Kehne, Ariel D. Procaccia, Kobi Gal
Moreover, we conduct a qualitative survey of the users on Stack Overflow which provides further evidence that the insights from the model reflect the true behavior of the community.
no code implementations • 24 Sep 2019 • Nicholas Hoernle, Kobi Gal, Barbara Grosz, Leilah Lyons, Ada Ren, Andee Rubin
We compared the performance of the models on these interpretability tests to their performance on statistical information criteria.