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Uncertainty Estimation in Autoregressive Structured Prediction

Uncertainty Estimation in Autoregressive Structured Prediction

18 February 2020
A. Malinin
Mark J. F. Gales
    UQLM
ArXivPDFHTML

Papers citing "Uncertainty Estimation in Autoregressive Structured Prediction"

3 / 3 papers shown
Title
Improving black-box optimization in VAE latent space using decoder
  uncertainty
Improving black-box optimization in VAE latent space using decoder uncertainty
Pascal Notin
José Miguel Hernández-Lobato
Y. Gal
32
61
0
30 Jun 2021
Simple and Scalable Predictive Uncertainty Estimation using Deep
  Ensembles
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles
Balaji Lakshminarayanan
Alexander Pritzel
Charles Blundell
UQCV
BDL
276
5,661
0
05 Dec 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in
  Deep Learning
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning
Y. Gal
Zoubin Ghahramani
UQCV
BDL
285
9,138
0
06 Jun 2015
1