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Density Uncertainty Layers for Reliable Uncertainty Estimation

Density Uncertainty Layers for Reliable Uncertainty Estimation

21 June 2023
Yookoon Park
David M. Blei
    UQCV
    BDL
ArXivPDFHTML

Papers citing "Density Uncertainty Layers for Reliable Uncertainty Estimation"

2 / 2 papers shown
Title
BLoB: Bayesian Low-Rank Adaptation by Backpropagation for Large Language Models
BLoB: Bayesian Low-Rank Adaptation by Backpropagation for Large Language Models
Yibin Wang
H. Shi
Ligong Han
Dimitris N. Metaxas
Hao Wang
BDL
UQLM
110
6
0
28 Jan 2025
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
9,136
0
06 Jun 2015
1