1 code implementation • 15 Nov 2023 • Ian Berlot-Attwell, Kumar Krishna Agrawal, A. Michael Carrell, Yash Sharma, Naomi Saphra
Although modern neural networks often generalize to new combinations of familiar concepts, the conditions that enable such compositionality have long been an open question.
1 code implementation • 5 Oct 2022 • A. Michael Carrell, Neil Mallinar, James Lucas, Preetum Nakkiran
We propose a systematic way to study the calibration error: by decomposing it into (1) calibration error on the train set, and (2) the calibration generalization gap.