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Speeding Up BatchBALD: A k-BALD Family of Approximations for Active
  Learning

Speeding Up BatchBALD: A k-BALD Family of Approximations for Active Learning

23 January 2023
Andreas Kirsch
    BDL
ArXivPDFHTML

Papers citing "Speeding Up BatchBALD: A k-BALD Family of Approximations for Active Learning"

3 / 3 papers shown
Title
Making Better Use of Unlabelled Data in Bayesian Active Learning
Making Better Use of Unlabelled Data in Bayesian Active Learning
Freddie Bickford-Smith
Adam Foster
Tom Rainforth
31
3
0
26 Apr 2024
Scalable Batch Acquisition for Deep Bayesian Active Learning
Scalable Batch Acquisition for Deep Bayesian Active Learning
Aleksandr Rubashevskii
Daria A. Kotova
Maxim Panov
BDL
17
3
0
13 Jan 2023
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
247
9,109
0
06 Jun 2015
1