Looking at the posterior: accuracy and uncertainty of neural-network predictions

26 November 2022

Papers citing "Looking at the posterior: accuracy and uncertainty of neural-network predictions"

4 / 4 papers shown

Title
TSynD: Targeted Synthetic Data Generation for Enhanced Medical Image Classification Joshua Niemeijer J. Ehrhardt H. Uzunova Heinz Handels OOD DiffM MedIm 18 0 0 25 Jun 2024
Uncertainty quantification in fine-tuned LLMs using LoRA ensembles Oleksandr Balabanov H. Linander UQCV 22 13 0 19 Feb 2024
Improving model calibration with accuracy versus uncertainty optimization R. Krishnan Omesh Tickoo UQCV 183 156 0 14 Dec 2020
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 268 5,652 0 05 Dec 2016