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Detecting Underspecification with Local Ensembles

Detecting Underspecification with Local Ensembles

21 October 2019
David Madras
James Atwood
Alexander DÁmour
ArXivPDFHTML

Papers citing "Detecting Underspecification with Local Ensembles"

3 / 3 papers shown
Title
On the Existence of Simpler Machine Learning Models
On the Existence of Simpler Machine Learning Models
Lesia Semenova
Cynthia Rudin
Ronald E. Parr
26
85
0
05 Aug 2019
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
270
5,660
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
9,136
0
06 Jun 2015
1