Open AccessTraining-Free Uncertainty Estimation for Dense Regression: Sensitivity as a Surrogate
Author(s) -
Mi Lu,
Hao Wang,
Yonglong Tian,
Nir Shavit
Publication year - 2022
Publication title -
proceedings of the ... aaai conference on artificial intelligence
Language(s) - English
Resource type - Journals
eISSN - 2374-3468
pISSN - 2159-5399
DOI - 10.1609/aaai.v36i9.21243
Subject(s) - computer science , robustness (evolution) , machine learning , uncertainty quantification , artificial intelligence , inference , estimation , regression , retraining , scalability , deep learning , bayesian inference , bayesian probability , data mining , statistics , mathematics , engineering , international trade , gene , biochemistry , chemistry , systems engineering , database , business