#interpretable

Gnôsis - Alexandre MARTINAlexandre_Martin_Gnosis
2024-12-15
Dominik Moritzdom@vis.social
2024-04-23

Our research group at Apple is looking for a research engineer to build the future of #interpretable and #safe #machinelearning and #AI.

apple.box.com/v/research-engin

2023-11-03

'ProtoryNet - Interpretable Text Classification Via Prototype Trajectories', by Dat Hong, Tong Wang, Stephen Baek.

jmlr.org/papers/v24/21-0899.ht

#rnn #interpretability #interpretable

Published papers at TMLRtmlrpub@sigmoid.social
2023-05-26

Interpretable Mixture of Experts

Aya Abdelsalam Ismail, Sercan O Arik, Jinsung Yoon, Ankur Taly, Soheil Feizi, Tomas Pfister

Action editor: Frederic Sala.

openreview.net/forum?id=DdZoPU

#interpretability #interpretable #experts

2023-04-27

Interview of #CynthiaRudin about #InterpretableML. She is advocating #interpretable models for high-stake #decisions, which merit the extra training effort. Those #whiteboxes (or should we say #lightboxes?) give us hope in times where business leaders feel tempted to surrender to obscure #darkboxes (sounds more adequate than #blackboxes, doesn’t it?), which escape #accountability and #adjustability!

“Cynthia Rudin Builds AI That Humans Can Understand” | Quanta Magazine

flip.it/pmlCdg

Client Info

Server: https://mastodon.social
Version: 2025.04
Repository: https://github.com/cyevgeniy/lmst