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Evaluating Predictive Uncertainty and Robustness to Distributional Shift Using Real World Data
8 November 2021
Kumud Lakara
Akshat Bhandari
Pratinav Seth
Ujjwal Verma
OOD
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Papers citing
"Evaluating Predictive Uncertainty and Robustness to Distributional Shift Using Real World Data"
2 / 2 papers shown
Title
UATTA-EB: Uncertainty-Aware Test-Time Augmented Ensemble of BERTs for Classifying Common Mental Illnesses on Social Media Posts
Pratinav Seth
Mihir Agarwal
AI4MH
16
1
0
10 Apr 2023
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles
Balaji Lakshminarayanan
Alexander Pritzel
Charles Blundell
UQCV
BDL
268
5,660
0
05 Dec 2016
1