2 papers
cs.LG2025
Strassen Attention, Split VC Dimension and Compositionality in Transformers
Alexander Kozachinskiy, Felipe Urrutia, Hector Jimenez +6
We propose the first method to show theoretical limitations for one-layer softmax transformers with arbitrarily many precision bits (even infinite). We establish those limitations…
cs.AI2022
No Agreement Without Loss: Learning and Social Choice in Peer Review
Pablo Barceló, Mauricio Duarte, Cristóbal Rojas +1
In peer review systems, reviewers are often asked to evaluate various features of submissions, such as technical quality or novelty. A score is given to each of the predefined feat…