Estimating Uncertainty in Multimodal Foundation Models using Public Internet Data

1 code implementation • 15 Oct 2023 • Shiladitya Dutta, Hongbo Wei, Lars van der Laan, Ahmed M. Alaa

Given a web-based calibration set, we apply conformal prediction with a novel conformity score that accounts for potential errors in retrieved web data.

Conformal Prediction Self-Supervised Learning +1