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Uncertainty estimation under model misspecification in neural network regression
23 November 2021
Maria R. Cervera
Rafael Dätwyler
Francesco DÁngelo
Hamza Keurti
Benjamin Grewe
Christian Henning
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Papers citing
"Uncertainty estimation under model misspecification in neural network regression"
5 / 5 papers shown
Title
A view on model misspecification in uncertainty quantification
Yuko Kato
David Tax
Marco Loog
28
3
0
30 Oct 2022
Posterior Meta-Replay for Continual Learning
Christian Henning
Maria R. Cervera
Francesco DÁngelo
J. Oswald
Regina Traber
Benjamin Ehret
Seijin Kobayashi
Benjamin Grewe
João Sacramento
CLL
BDL
51
54
0
01 Mar 2021
DEUP: Direct Epistemic Uncertainty Prediction
Salem Lahlou
Moksh Jain
Hadi Nekoei
V. Butoi
Paul Bertin
Jarrid Rector-Brooks
Maksym Korablyov
Yoshua Bengio
PER
UQLM
UQCV
UD
202
81
0
16 Feb 2021
PAC
m
^m
m
-Bayes: Narrowing the Empirical Risk Gap in the Misspecified Bayesian Regime
Warren Morningstar
Alexander A. Alemi
Joshua V. Dillon
82
16
0
19 Oct 2020
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles
Balaji Lakshminarayanan
Alexander Pritzel
Charles Blundell
UQCV
BDL
276
5,661
0
05 Dec 2016
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